Returns: Stroke Description.
According to the World Health Organization (WHO) stroke is the 2nd leading cause of death globally, responsible for approximately 11% of total deaths.
Each year, ≈795000 individuals in the United States experience a stroke. The Global Burden of Disease Study showed that 90.5% of the stroke incidences were attributable to modifiable risk factors.1
Risk Factors
Personal background Gender Age BMI
Health history Tobacco use High blood pressure Heart disorders
..
library(plotly)
library(stats)
library(tidyr)
library(DT)
library(pastecs)
library(pwr)
library(ggplot2)
library(dplyr)
library(gcookbook)
library(ggbeeswarm)
library(car)
library(psych)
library(polycor)
library(ppcor)
library(corrplot)
library(caret)
library(mlogit)
library(AICcmodavg)
library(tools)Returns: Dataframe of the dataset and its summary
This analysis gives us a data-driven decision to decide the health and lifestyle choices to consider towards the goal of stroke prevention.
Stroke_analysis1 <- read.csv(file = "./data/Stroke_dataset.csv", header=T, na.strings = "?")
datatable(head(Stroke_analysis1,20), rownames = TRUE, options = list(autoWidth = TRUE,pageLength = 7, scrollX=T),caption = 'Table 1: Aggregate link dataset' )str(Stroke_analysis1)## 'data.frame': 5110 obs. of 16 variables:
## $ id : int 9046 51676 31112 60182 1665 56669 53882 10434 27419 60491 ...
## $ gender : chr "Male" "Female" "Male" "Female" ...
## $ age : num 67 61 80 49 79 81 74 69 59 78 ...
## $ hypertension : int 0 0 0 0 1 0 1 0 0 0 ...
## $ heart_disease : int 1 0 1 0 0 0 1 0 0 0 ...
## $ ever_married : chr "Yes" "Yes" "Yes" "Yes" ...
## $ work_type : chr "Private" "Self-employed" "Private" "Private" ...
## $ Residence_type : chr "Urban" "Rural" "Rural" "Urban" ...
## $ avg_glucose_level: num 229 202 106 171 174 ...
## $ bmi : chr "36.6" "NA" "32.5" "34.4" ...
## $ smoking_status : chr "formerly smoked" "never smoked" "never smoked" "smokes" ...
## $ stroke : int 1 1 1 1 1 1 1 1 1 1 ...
## $ sysBP : num 146 135 131 122 131 126 119 138 120 139 ...
## $ diaBP : num 82 86 79 87 85 82 90 85 89 75 ...
## $ BMI : num 27.2 24 23 25 25 ...
## $ OnAdmit_heartRate: int 70 77 71 81 77 73 77 80 83 80 ...
any(is.na(Stroke_analysis1)) # suggests that there are missing values## [1] FALSE
#Stroke_analysis_actual <- Stroke_analysis_actual[complete.cases(Stroke_analysis_actual), ]
#nrow(Stroke_analysis_actual)# there are missing values
head(Stroke_analysis1)| id | gender | age | hypertension | heart_disease | ever_married | work_type | Residence_type | avg_glucose_level | bmi | smoking_status | stroke | sysBP | diaBP | BMI | OnAdmit_heartRate |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9046 | Male | 67 | 0 | 1 | Yes | Private | Urban | 228.69 | 36.6 | formerly smoked | 1 | 146 | 82 | 27.17 | 70 |
| 51676 | Female | 61 | 0 | 0 | Yes | Self-employed | Rural | 202.21 | NA | never smoked | 1 | 135 | 86 | 24.00 | 77 |
| 31112 | Male | 80 | 0 | 1 | Yes | Private | Rural | 105.92 | 32.5 | never smoked | 1 | 131 | 79 | 23.00 | 71 |
| 60182 | Female | 49 | 0 | 0 | Yes | Private | Urban | 171.23 | 34.4 | smokes | 1 | 122 | 87 | 25.00 | 81 |
| 1665 | Female | 79 | 1 | 0 | Yes | Self-employed | Rural | 174.12 | 24 | never smoked | 1 | 131 | 85 | 25.00 | 77 |
| 56669 | Male | 81 | 0 | 0 | Yes | Private | Urban | 186.21 | 29 | formerly smoked | 1 | 126 | 82 | 27.00 | 73 |
nrow(Stroke_analysis1) # Rows 5110## [1] 5110
ncol(Stroke_analysis1) # Columns 16## [1] 16
# Read in the data file such that "?" is taken to be NA
Stroke_analysis1 <- read.csv(file = "./data/Stroke_dataset.csv", header=T, na.strings = "?")
head(Stroke_analysis1)| id | gender | age | hypertension | heart_disease | ever_married | work_type | Residence_type | avg_glucose_level | bmi | smoking_status | stroke | sysBP | diaBP | BMI | OnAdmit_heartRate |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9046 | Male | 67 | 0 | 1 | Yes | Private | Urban | 228.69 | 36.6 | formerly smoked | 1 | 146 | 82 | 27.17 | 70 |
| 51676 | Female | 61 | 0 | 0 | Yes | Self-employed | Rural | 202.21 | NA | never smoked | 1 | 135 | 86 | 24.00 | 77 |
| 31112 | Male | 80 | 0 | 1 | Yes | Private | Rural | 105.92 | 32.5 | never smoked | 1 | 131 | 79 | 23.00 | 71 |
| 60182 | Female | 49 | 0 | 0 | Yes | Private | Urban | 171.23 | 34.4 | smokes | 1 | 122 | 87 | 25.00 | 81 |
| 1665 | Female | 79 | 1 | 0 | Yes | Self-employed | Rural | 174.12 | 24 | never smoked | 1 | 131 | 85 | 25.00 | 77 |
| 56669 | Male | 81 | 0 | 0 | Yes | Private | Urban | 186.21 | 29 | formerly smoked | 1 | 126 | 82 | 27.00 | 73 |
any(is.na(Stroke_analysis1))## [1] FALSE
Summary : 1. In this data, it is known that there are 2115 males, 2994 females and 1 other sex 2. The average age is 43.23 years, with the youngest age of 0.08 years and the oldest age of 82 years 3. From 5110 data, there were 3353 people who were married and 1757 people who were not married 4. private is the most common work type being 2925 5. there are 2514 people living in rural and 2596 people living in urban 6. average glucose level : 106.15, min: 55.12, and max: 271.74 7. average BMI : 25.46, min: 16.71, and max: 44.71 8. From 5110 data, there were 789 people who smoked,1892 people who didn’t smoke, 885 who smoked formerly and 1544 who’s smoking status is unknown.
Returns: Data cleaning of the dataset
Data cleaning There are two BMI columns present, removing bmi column with Na’s
Stroke_analysis <- Stroke_analysis1[ -c(10)] # final dataset to use further in analysis
any(is.na(Stroke_analysis))## [1] FALSE
str(Stroke_analysis)## 'data.frame': 5110 obs. of 15 variables:
## $ id : int 9046 51676 31112 60182 1665 56669 53882 10434 27419 60491 ...
## $ gender : chr "Male" "Female" "Male" "Female" ...
## $ age : num 67 61 80 49 79 81 74 69 59 78 ...
## $ hypertension : int 0 0 0 0 1 0 1 0 0 0 ...
## $ heart_disease : int 1 0 1 0 0 0 1 0 0 0 ...
## $ ever_married : chr "Yes" "Yes" "Yes" "Yes" ...
## $ work_type : chr "Private" "Self-employed" "Private" "Private" ...
## $ Residence_type : chr "Urban" "Rural" "Rural" "Urban" ...
## $ avg_glucose_level: num 229 202 106 171 174 ...
## $ smoking_status : chr "formerly smoked" "never smoked" "never smoked" "smokes" ...
## $ stroke : int 1 1 1 1 1 1 1 1 1 1 ...
## $ sysBP : num 146 135 131 122 131 126 119 138 120 139 ...
## $ diaBP : num 82 86 79 87 85 82 90 85 89 75 ...
## $ BMI : num 27.2 24 23 25 25 ...
## $ OnAdmit_heartRate: int 70 77 71 81 77 73 77 80 83 80 ...
summary(Stroke_analysis)## id gender age hypertension
## Min. : 67 Length:5110 Min. : 0.08 Min. :0.00000
## 1st Qu.:17741 Class :character 1st Qu.:25.00 1st Qu.:0.00000
## Median :36932 Mode :character Median :45.00 Median :0.00000
## Mean :36518 Mean :43.23 Mean :0.09746
## 3rd Qu.:54682 3rd Qu.:61.00 3rd Qu.:0.00000
## Max. :72940 Max. :82.00 Max. :1.00000
## heart_disease ever_married work_type Residence_type
## Min. :0.00000 Length:5110 Length:5110 Length:5110
## 1st Qu.:0.00000 Class :character Class :character Class :character
## Median :0.00000 Mode :character Mode :character Mode :character
## Mean :0.05401
## 3rd Qu.:0.00000
## Max. :1.00000
## avg_glucose_level smoking_status stroke sysBP
## Min. : 55.12 Length:5110 Min. :0.00000 Min. : 83.5
## 1st Qu.: 77.25 Class :character 1st Qu.:0.00000 1st Qu.:123.0
## Median : 91.89 Mode :character Median :0.00000 Median :130.0
## Mean :106.15 Mean :0.04873 Mean :130.4
## 3rd Qu.:114.09 3rd Qu.:0.00000 3rd Qu.:137.0
## Max. :271.74 Max. :1.00000 Max. :220.0
## diaBP BMI OnAdmit_heartRate
## Min. : 54.00 Min. :16.71 Min. : 50.0
## 1st Qu.: 78.00 1st Qu.:24.00 1st Qu.: 71.0
## Median : 83.00 Median :25.00 Median : 75.0
## Mean : 82.53 Mean :25.46 Mean : 75.5
## 3rd Qu.: 87.00 3rd Qu.:27.00 3rd Qu.: 80.0
## Max. :135.00 Max. :44.71 Max. :120.0
# The mean of stroke has 1 as its max value and 0 as its min, 25th, 50th, and 75th percentile value. That means, mostly all the values in the column are 0.
# Observations:
# The id column is a unique identifier.
# The dataset contains both categorical and numerical columns.
# Categorical columns:
# Gender: Gender of the patient.
# Hypertension: whether the patient suffers from hypertension (1) or not (0).
# Heart_disease: whether the patient suffers from heart disease (1) or not (0).
# Ever_married: marital status of the patient if married (Yes) else (No).
# Work_type: The type of occupation of the patient.
# Resident_Type: The type of residence of the patient.
# Smoking_status: How often does the patient smoke (if ever).
# Numerical columns:
# Age: Age of the Patient
# Avg_glucose_level: Average Glucose Level of the patient.
# BMI: body mass index of the patient.
# Output Column:
# Stroke: Whether the patient is likely to get a stroke (1) or not (0).
# descriptive statistics allows max. 5000 values
# Solution is to do random sampling
random_5000values <- Stroke_analysis[sample(1:nrow(Stroke_analysis), 5000), ]
nrow(random_5000values)## [1] 5000
head(random_5000values)| id | gender | age | hypertension | heart_disease | ever_married | work_type | Residence_type | avg_glucose_level | smoking_status | stroke | sysBP | diaBP | BMI | OnAdmit_heartRate | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 403 | 31143 | Female | 22 | 0 | 0 | No | Private | Rural | 107.52 | Unknown | 0 | 135 | 75 | 25 | 72 |
| 3351 | 3348 | Female | 58 | 1 | 0 | Yes | Private | Urban | 194.53 | never smoked | 0 | 133 | 83 | 25 | 73 |
| 2625 | 23488 | Male | 80 | 1 | 0 | Yes | Self-employed | Urban | 213.33 | formerly smoked | 0 | 138 | 78 | 26 | 73 |
| 1355 | 35188 | Female | 40 | 0 | 0 | No | Private | Urban | 78.04 | smokes | 0 | 139 | 88 | 28 | 76 |
| 4391 | 15464 | Female | 71 | 1 | 1 | Yes | Private | Rural | 221.24 | Unknown | 0 | 128 | 76 | 24 | 83 |
| 3331 | 48129 | Female | 56 | 0 | 0 | Yes | Private | Urban | 80.08 | never smoked | 0 | 134 | 89 | 24 | 69 |
round(stat.desc(random_5000values$age, basic = FALSE, norm = TRUE, p=0.95),2)## median mean SE.mean CI.mean.0.95 var std.dev
## 45.00 43.23 0.32 0.63 510.75 22.60
## coef.var skewness skew.2SE kurtosis kurt.2SE normtest.W
## 0.52 -0.13 -1.95 -0.99 -7.16 0.97
## normtest.p
## 0.00
shapiro.test(random_5000values$age)##
## Shapiro-Wilk normality test
##
## data: random_5000values$age
## W = 0.96736, p-value < 2.2e-16
str(Stroke_analysis1)## 'data.frame': 5110 obs. of 16 variables:
## $ id : int 9046 51676 31112 60182 1665 56669 53882 10434 27419 60491 ...
## $ gender : chr "Male" "Female" "Male" "Female" ...
## $ age : num 67 61 80 49 79 81 74 69 59 78 ...
## $ hypertension : int 0 0 0 0 1 0 1 0 0 0 ...
## $ heart_disease : int 1 0 1 0 0 0 1 0 0 0 ...
## $ ever_married : chr "Yes" "Yes" "Yes" "Yes" ...
## $ work_type : chr "Private" "Self-employed" "Private" "Private" ...
## $ Residence_type : chr "Urban" "Rural" "Rural" "Urban" ...
## $ avg_glucose_level: num 229 202 106 171 174 ...
## $ bmi : chr "36.6" "NA" "32.5" "34.4" ...
## $ smoking_status : chr "formerly smoked" "never smoked" "never smoked" "smokes" ...
## $ stroke : int 1 1 1 1 1 1 1 1 1 1 ...
## $ sysBP : num 146 135 131 122 131 126 119 138 120 139 ...
## $ diaBP : num 82 86 79 87 85 82 90 85 89 75 ...
## $ BMI : num 27.2 24 23 25 25 ...
## $ OnAdmit_heartRate: int 70 77 71 81 77 73 77 80 83 80 ...
any(is.na(Stroke_analysis1)) # suggests that there are missing values## [1] FALSE
#Stroke_analysis_actual <- Stroke_analysis_actual[complete.cases(Stroke_analysis_actual), ]
#nrow(Stroke_analysis_actual)# there are missing values
head(Stroke_analysis1)| id | gender | age | hypertension | heart_disease | ever_married | work_type | Residence_type | avg_glucose_level | bmi | smoking_status | stroke | sysBP | diaBP | BMI | OnAdmit_heartRate |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9046 | Male | 67 | 0 | 1 | Yes | Private | Urban | 228.69 | 36.6 | formerly smoked | 1 | 146 | 82 | 27.17 | 70 |
| 51676 | Female | 61 | 0 | 0 | Yes | Self-employed | Rural | 202.21 | NA | never smoked | 1 | 135 | 86 | 24.00 | 77 |
| 31112 | Male | 80 | 0 | 1 | Yes | Private | Rural | 105.92 | 32.5 | never smoked | 1 | 131 | 79 | 23.00 | 71 |
| 60182 | Female | 49 | 0 | 0 | Yes | Private | Urban | 171.23 | 34.4 | smokes | 1 | 122 | 87 | 25.00 | 81 |
| 1665 | Female | 79 | 1 | 0 | Yes | Self-employed | Rural | 174.12 | 24 | never smoked | 1 | 131 | 85 | 25.00 | 77 |
| 56669 | Male | 81 | 0 | 0 | Yes | Private | Urban | 186.21 | 29 | formerly smoked | 1 | 126 | 82 | 27.00 | 73 |
nrow(Stroke_analysis1) # Rows 5110## [1] 5110
ncol(Stroke_analysis1) # Columns 16## [1] 16
# Read in the data file such that "?" is taken to be NA
Stroke_analysis1 <- read.csv(file = "./data/Stroke_dataset.csv", header=T, na.strings = "?")
head(Stroke_analysis1)| id | gender | age | hypertension | heart_disease | ever_married | work_type | Residence_type | avg_glucose_level | bmi | smoking_status | stroke | sysBP | diaBP | BMI | OnAdmit_heartRate |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9046 | Male | 67 | 0 | 1 | Yes | Private | Urban | 228.69 | 36.6 | formerly smoked | 1 | 146 | 82 | 27.17 | 70 |
| 51676 | Female | 61 | 0 | 0 | Yes | Self-employed | Rural | 202.21 | NA | never smoked | 1 | 135 | 86 | 24.00 | 77 |
| 31112 | Male | 80 | 0 | 1 | Yes | Private | Rural | 105.92 | 32.5 | never smoked | 1 | 131 | 79 | 23.00 | 71 |
| 60182 | Female | 49 | 0 | 0 | Yes | Private | Urban | 171.23 | 34.4 | smokes | 1 | 122 | 87 | 25.00 | 81 |
| 1665 | Female | 79 | 1 | 0 | Yes | Self-employed | Rural | 174.12 | 24 | never smoked | 1 | 131 | 85 | 25.00 | 77 |
| 56669 | Male | 81 | 0 | 0 | Yes | Private | Urban | 186.21 | 29 | formerly smoked | 1 | 126 | 82 | 27.00 | 73 |
any(is.na(Stroke_analysis1))## [1] FALSE
Stroke_analysis <- Stroke_analysis1[ -c(10)] # final dataset to use further in analysis
any(is.na(Stroke_analysis))## [1] FALSE
str(Stroke_analysis)## 'data.frame': 5110 obs. of 15 variables:
## $ id : int 9046 51676 31112 60182 1665 56669 53882 10434 27419 60491 ...
## $ gender : chr "Male" "Female" "Male" "Female" ...
## $ age : num 67 61 80 49 79 81 74 69 59 78 ...
## $ hypertension : int 0 0 0 0 1 0 1 0 0 0 ...
## $ heart_disease : int 1 0 1 0 0 0 1 0 0 0 ...
## $ ever_married : chr "Yes" "Yes" "Yes" "Yes" ...
## $ work_type : chr "Private" "Self-employed" "Private" "Private" ...
## $ Residence_type : chr "Urban" "Rural" "Rural" "Urban" ...
## $ avg_glucose_level: num 229 202 106 171 174 ...
## $ smoking_status : chr "formerly smoked" "never smoked" "never smoked" "smokes" ...
## $ stroke : int 1 1 1 1 1 1 1 1 1 1 ...
## $ sysBP : num 146 135 131 122 131 126 119 138 120 139 ...
## $ diaBP : num 82 86 79 87 85 82 90 85 89 75 ...
## $ BMI : num 27.2 24 23 25 25 ...
## $ OnAdmit_heartRate: int 70 77 71 81 77 73 77 80 83 80 ...
summary(Stroke_analysis)## id gender age hypertension
## Min. : 67 Length:5110 Min. : 0.08 Min. :0.00000
## 1st Qu.:17741 Class :character 1st Qu.:25.00 1st Qu.:0.00000
## Median :36932 Mode :character Median :45.00 Median :0.00000
## Mean :36518 Mean :43.23 Mean :0.09746
## 3rd Qu.:54682 3rd Qu.:61.00 3rd Qu.:0.00000
## Max. :72940 Max. :82.00 Max. :1.00000
## heart_disease ever_married work_type Residence_type
## Min. :0.00000 Length:5110 Length:5110 Length:5110
## 1st Qu.:0.00000 Class :character Class :character Class :character
## Median :0.00000 Mode :character Mode :character Mode :character
## Mean :0.05401
## 3rd Qu.:0.00000
## Max. :1.00000
## avg_glucose_level smoking_status stroke sysBP
## Min. : 55.12 Length:5110 Min. :0.00000 Min. : 83.5
## 1st Qu.: 77.25 Class :character 1st Qu.:0.00000 1st Qu.:123.0
## Median : 91.89 Mode :character Median :0.00000 Median :130.0
## Mean :106.15 Mean :0.04873 Mean :130.4
## 3rd Qu.:114.09 3rd Qu.:0.00000 3rd Qu.:137.0
## Max. :271.74 Max. :1.00000 Max. :220.0
## diaBP BMI OnAdmit_heartRate
## Min. : 54.00 Min. :16.71 Min. : 50.0
## 1st Qu.: 78.00 1st Qu.:24.00 1st Qu.: 71.0
## Median : 83.00 Median :25.00 Median : 75.0
## Mean : 82.53 Mean :25.46 Mean : 75.5
## 3rd Qu.: 87.00 3rd Qu.:27.00 3rd Qu.: 80.0
## Max. :135.00 Max. :44.71 Max. :120.0
Returns: Outcome variable
withstroke <- Stroke_analysis %>% filter(stroke==1)
wostroke <- Stroke_analysis %>% filter(stroke==0)
stat_stroke <- ifelse(Stroke_analysis$stroke==1,"stroke","no stroke")
sum(Stroke_analysis$stroke)## [1] 249
table(Stroke_analysis$stroke)##
## 0 1
## 4861 249
mytable <- table(Stroke_analysis$stroke)
lbls <- paste(names(mytable), "\n", mytable, sep="")
pie(mytable, labels = lbls,
main="Pie Chart of Stroke incidence\n (with sample sizes)")table(Stroke_analysis$gender,stat_stroke)## stat_stroke
## no stroke stroke
## Female 2853 141
## Male 2007 108
## Other 1 0
#stat.desc(Stroke_analysis$avg_glucose_level, basic = FALSE, norm = TRUE)
# Of all Participants, 249 are diagnosed with stroke or 4.9% of total participants.
# This is an imbalanced dataset since the number of patients that are likely to get a stroke is smaller when compared with the number of patients that did not.
# Between gender, 141 for females and 108 on males have stroke or 56.6% and 43.3% respectively
# Conclusion: By Gender - we have seen more stroke in females over males at 56.6% and 43.3% respectively. However it isn’t much of a difference to conclude that gender would be a huge factor in developing a stroke.
#The predictor class stroke has a biased data points. Approximately, 5% of the data is related to a patient experiencing a stroke. Rest of the data points explain This would lead to a Class Imbalance Problem which needs to be handled later in the analysis.(8)
#BAR CHART of stroke and gender
ggplot(Stroke_analysis,aes(x=gender)) + geom_bar(stat="count",fill="#FFC39A",colour="black",position="stack",width=NULL) + xlab("gender") + ylab("frequency") + ggtitle("STROKE PREVALENCE BY GENDER")#Females have more prevalence to have stroke then malesReturns: Univariate analysis of Age variable
#AGE
hist.age <- ggplot(Stroke_analysis, aes(x = age)) +
geom_histogram(binwidth =5,fill = "#FFE79A", colour = "black",boundary=90)+labs(x = "Histogram of age", y = "Frequency")
hist.age+geom_vline(aes(xintercept=mean(age)),color="#FC4E07", linetype="dashed", size=1)#The distribution of our participants by Age is wide (0-80yo) which is quite a good criteria for the measure of common-ness of stroke incidence in age. Also, having sufficient freqeuncy (average of 200 participants) in each age range allow us to have a good sampling measure.
#Overall we have an average of 43.23yo amongst participants
#Age group with highest prevalence of stroke is 82yrs
#SHAPIRO WILK TEST OF NORMALITY.
shapiro.test(random_5000values$age)##
## Shapiro-Wilk normality test
##
## data: random_5000values$age
## W = 0.96736, p-value < 2.2e-16
# The null hypothesis is that the population is normally distributed.
# Shapiro-Wilk normality test for AGE is very close to zero which suggests deviation from normality. Hence the null hypothesis is rejectedReturns: Grouped analysis of Age & Gender
#AGE AND GENDER
#density plot
stroke <- ggplot(data = Stroke_analysis,aes(age, fill=gender))+
geom_density(alpha = 0.2,cex=1)+ggtitle(labs(title = "Density plot of male and females of all age"))+theme(text = element_text(size=10))
stroke ## Warning: Groups with fewer than two data points have been dropped.
## Warning in max(ids, na.rm = TRUE): no non-missing arguments to max; returning
## -Inf
#grouped hist of age and gender
stroke_age_gender <- ggplot(Stroke_analysis,aes( age,fill=gender)) + geom_histogram(colour="black",position = "identity",alpha=0.2,bins = 20,binwidth = 4)
stroke_age_gender + xlab("Histogram of Age in Male and Female") + ylab("Frequency") + ggtitle("Grouped histogram of age and gender")#stroke by age and gender has a normal distribution
#Female within age group 20-50yrs have higher prevalence than male #HYPERTENSION
stat_hypertension <- ifelse(Stroke_analysis$hypertension==1,"hypertension","no hypertension")
sum(Stroke_analysis$hypertension)## [1] 498
#Total people with hypertension are 498
str(Stroke_analysis$hypertension)## int [1:5110] 0 0 0 0 1 0 1 0 0 0 ...
table(Stroke_analysis$gender,stat_hypertension)## stat_hypertension
## hypertension no hypertension
## Female 276 2718
## Male 222 1893
## Other 0 1
#Total females with Hypertension are 276
#Total males with Hypertension are 222
#Barchart of Hypertension
str(Stroke_analysis)## 'data.frame': 5110 obs. of 15 variables:
## $ id : int 9046 51676 31112 60182 1665 56669 53882 10434 27419 60491 ...
## $ gender : chr "Male" "Female" "Male" "Female" ...
## $ age : num 67 61 80 49 79 81 74 69 59 78 ...
## $ hypertension : int 0 0 0 0 1 0 1 0 0 0 ...
## $ heart_disease : int 1 0 1 0 0 0 1 0 0 0 ...
## $ ever_married : chr "Yes" "Yes" "Yes" "Yes" ...
## $ work_type : chr "Private" "Self-employed" "Private" "Private" ...
## $ Residence_type : chr "Urban" "Rural" "Rural" "Urban" ...
## $ avg_glucose_level: num 229 202 106 171 174 ...
## $ smoking_status : chr "formerly smoked" "never smoked" "never smoked" "smokes" ...
## $ stroke : int 1 1 1 1 1 1 1 1 1 1 ...
## $ sysBP : num 146 135 131 122 131 126 119 138 120 139 ...
## $ diaBP : num 82 86 79 87 85 82 90 85 89 75 ...
## $ BMI : num 27.2 24 23 25 25 ...
## $ OnAdmit_heartRate: int 70 77 71 81 77 73 77 80 83 80 ...
ggplot(Stroke_analysis,aes(x=stat_hypertension)) + geom_bar(stat="count",fill="#C92142",colour="black",position="stack",width=NULL) + xlab("hypertension") + ylab("frequency") + ggtitle("BAR CHART OF HYPERTENSION ")round(stat.desc(random_5000values$hypertension, basic = FALSE, norm = TRUE, p=0.95),2)## median mean SE.mean CI.mean.0.95 var std.dev
## 0.00 0.10 0.00 0.01 0.09 0.30
## coef.var skewness skew.2SE kurtosis kurt.2SE normtest.W
## 3.04 2.71 39.20 5.37 38.78 0.34
## normtest.p
## 0.00
# Skewness oh hypertension 2.70 which tells us that hypertension dataset is positively skewed.
# Kurtosis of hypertension is 5.31 which suggests that the distribution has heavier tails (leptokurtic distribution)
#LEVENE'S TEST OF VARIANCE
leveneTest(Stroke_analysis$stroke,Stroke_analysis$hypertension, center = mean)## Warning in leveneTest.default(Stroke_analysis$stroke,
## Stroke_analysis$hypertension, : Stroke_analysis$hypertension coerced to factor.
| Df | F value | Pr(>F) | |
|---|---|---|---|
| group | 1 | 301.6107 | 0 |
| 5108 | NA | NA |
#The p value is <2.2e-16***, which tells us that the variance between stroke and hypertension is sginificant and the are not equal.Thus rejecting the null hypothesis.Returns: Grouped analysis of Hypertension, Age & Stroke
table(Stroke_analysis$stroke,stat_hypertension)## stat_hypertension
## hypertension no hypertension
## 0 432 4429
## 1 66 183
#66 people who had hypertension, got stroke
#183 people without hypertension got stroke
#Barchart of stroke and hypertension
Stroke_EM<-ggplot(Stroke_analysis, aes(x = stat_stroke, fill = stat_hypertension))+
geom_bar(position = "fill")+
stat_count(geom = "text",aes(label = stat(count)),position = position_fill(vjust = 0.5), color = "black") + ggtitle("Barchart of stroke and hypertension")
Stroke_EM#Hypertension and age
#barchart
ggplot(Stroke_analysis,aes(age,fill=stat_hypertension)) + geom_bar(fill="#FF9999",colour="black",width=0.7) + xlab("hypertension") + ylab("age") + ggtitle("BAR CHART OF HYPERTENSION AND AGE ")## Warning: position_stack requires non-overlapping x intervals
#Highest prevalence of hypertension is the age group 80yrs.
#Boxplot of hypertension in relation to stroke and gender
stat_stroke <- ifelse(Stroke_analysis$stroke==1,"stroke","no stroke")
table(Stroke_analysis$gender,stat_stroke,stat_hypertension)## , , stat_hypertension = hypertension
##
## stat_stroke
## no stroke stroke
## Female 237 39
## Male 195 27
## Other 0 0
##
## , , stat_hypertension = no hypertension
##
## stat_stroke
## no stroke stroke
## Female 2616 102
## Male 1812 81
## Other 1 0
stroke_hypt_age<-ggplot(Stroke_analysis, aes(x = stat_hypertension, y = stat_stroke, color = gender))+
geom_boxplot(alpha = 0.1) +
geom_point(alpha = 0.1, position = position_jitterdodge(jitter.width = 0.1, jitter.height = 0.1)) + ggtitle("Boxplot of hypertension in relation to stroke and gender")
stroke_hypt_age#Prevalence of stroke is higher in females with and without hypertension
#No.of females with hypertension,who had stroke are 39
#No.of females without hypertension,who had stroke are 102Returns:Grouped analysis of Evermarried, Age & Stroke
#EVER-MARRIED
stat_evermarried <- ifelse(Stroke_analysis$ever_married=="Yes","Married","Not Married")
table(Stroke_analysis$gender,stat_evermarried,stat_stroke)## , , stat_stroke = no stroke
##
## stat_evermarried
## Married Not Married
## Female 1881 972
## Male 1252 755
## Other 0 1
##
## , , stat_stroke = stroke
##
## stat_evermarried
## Married Not Married
## Female 120 21
## Male 100 8
## Other 0 0
#Female with stroke
#LEVENE'S TEST OF VARIANCE
leveneTest(Stroke_analysis$stroke,Stroke_analysis$ever_married, center = mean)## Warning in leveneTest.default(Stroke_analysis$stroke,
## Stroke_analysis$ever_married, : Stroke_analysis$ever_married coerced to factor.
| Df | F value | Pr(>F) | |
|---|---|---|---|
| group | 1 | 263.217 | 0 |
| 5108 | NA | NA |
#The p value is <2.2e-16***, which tells us that the variance between stroke and ever_married is significant and the are not equal.Thus rejecting the null hypothesis.
#Barchart of ever-married and stroke
stroke_em_gender<-ggplot(Stroke_analysis, aes(x = stat_stroke, y = stat_evermarried))+
geom_bar(aes(fill = gender),stat = "identity",colour="black", position = position_dodge(0.9)) + ggtitle("Barchart of stroke ,gender and ever married")
#facet_wrap(~heart_disease, scales = "free")
stroke_em_gender#With the available data points, married patients are more prone to get a stroke attack
#densityplot of ever-married and age
stroke <- ggplot(data = Stroke_analysis,aes(age, fill=stat_evermarried))+
geom_density(alpha = 0.2,cex=1)+ggtitle(labs(title = "DENSITY PLOT OF EVER-MARRIED AND AGE"))+theme(text = element_text(size=10))
stroke #Prevalence of stroke is higher in non-married people of younger age groups 0-20yrs
#Barchart of stroke ,gender and ever married.
stroke_em_gender<-ggplot(Stroke_analysis, aes(x = stat_stroke, y = stat_evermarried))+
geom_bar(aes(fill = gender),stat = "identity",colour="black", position = position_dodge(0.9)) + ggtitle("Barchart of stroke ,gender and ever married")
#facet_wrap(~heart_disease, scales = "free")
stroke_em_gender#Stroke is more prevalent in non-married group of both genders.Returns: Grouped analysis of Heart disease, Age & Stroke
#HEART DISEASE
stat_heartdisease <- ifelse(Stroke_analysis$heart_disease==1,"heartdisease","No heartdisease")
table(stat_heartdisease,stat_stroke)## stat_stroke
## stat_heartdisease no stroke stroke
## heartdisease 229 47
## No heartdisease 4632 202
# stat_stroke
# stat_heartdisease no stroke stroke
# heartdisease 229 47
# No heartdisease 4632 202
#Barchart of heart disease
stroke_heartdisease<- ggplot(Stroke_analysis, aes(x = stat_heartdisease)) +
geom_bar(width =0.2, fill = "#46F4D0", colour = "black",boundary=90) + ggtitle("Barchart of heartdisease incidence")## Warning: Ignoring unknown parameters: boundary
stroke_heartdiseaseround(stat.desc(random_5000values$heart_disease, basic = FALSE, norm = TRUE, p=0.95),2)## median mean SE.mean CI.mean.0.95 var std.dev
## 0.00 0.05 0.00 0.01 0.05 0.22
## coef.var skewness skew.2SE kurtosis kurt.2SE normtest.W
## 4.22 3.98 57.47 13.85 99.98 0.23
## normtest.p
## 0.00
# Skewness oh hypertension 3.92 which tells us that hypertension dataset is positively skewed.
# Kurtosis of hypertension is 13.37 which suggests that the distribution has heavier tails (leptokurtic distribution)
#Boxplot of stroke in relation to heartdisease,age and gender
g3<-ggplot(Stroke_analysis, aes(x = stat_stroke, y = age, fill = stat_heartdisease))+
geom_boxplot(alpha = 0.5) + ggtitle("Boxplot of heartdisease and stroke incidence over the age")
g3#The age group between 60-80yrs had heartdisease and got hit biy stroke.
#LEVENE'S TEST OF VARIANCE
leveneTest(Stroke_analysis$stroke,Stroke_analysis$heart_disease, center = mean)## Warning in leveneTest.default(Stroke_analysis$stroke,
## Stroke_analysis$heart_disease, : Stroke_analysis$heart_disease coerced to
## factor.
| Df | F value | Pr(>F) | |
|---|---|---|---|
| group | 1 | 304.6466 | 0 |
| 5108 | NA | NA |
#The p value is <2.2e-16***, which tells us that the variance between stroke and heartdisease is significant and the are not equal.Thus rejecting the null hypothesis.Returns: Grouped analysis of Smoking status, Age & Stroke
#SMOKING STATUS
str(Stroke_analysis$smoking_status)## chr [1:5110] "formerly smoked" "never smoked" "never smoked" "smokes" ...
stat_sms <- Stroke_analysis$smoking_status
table(stat_sms,stat_stroke)## stat_stroke
## stat_sms no stroke stroke
## formerly smoked 815 70
## never smoked 1802 90
## smokes 747 42
## Unknown 1497 47
# Statistically, the probability of developing a stroke by Smoking:
#
# formerly 7.91% never smoked 4.76% smokes 5.32% Unknown 3.04%%
#
# Smoking, even if you have stopped already, increases the risk of stroke as the data tells us.
#Barchart of smoking status
stroke_smokingstatus<- ggplot(Stroke_analysis, aes(smoking_status,fill=gender)) +
geom_bar(width =0.2, fill = "#F01B7A", colour = "black",boundary=90) + ggtitle("Barchart of smoking status ")## Warning: Ignoring unknown parameters: boundary
stroke_smokingstatus#Densityplot of smoking status and age
stroke <- ggplot(data = Stroke_analysis,aes(age, fill=smoking_status))+
geom_density(alpha = 0.2,cex=1)+ggtitle(labs(title = "Density plot of smoking status and age"))+theme(text = element_text(size=10))
stroke #Boxplot of stroke in relation to smoking status,age and gender
g3<-ggplot(Stroke_analysis, aes(x = stat_stroke, y = age, fill = smoking_status))+
geom_boxplot(alpha = 0.5) + ggtitle("Boxplot of stroke in relation to smoking status,age and gender")
# geom_point(alpha = 0.2, position = position_jitterdodge(jitter.width = 5, jitter.height = 0.5))
g3#Most of the total participants never smoked. Although there is a a lot of “unknown” data, the three statuses should be enough to determine individual probabilities.
#LEVENE'S TEST OF VARIANCE
leveneTest(Stroke_analysis$stroke,Stroke_analysis$smoking_status, center = mean)## Warning in leveneTest.default(Stroke_analysis$stroke,
## Stroke_analysis$smoking_status, : Stroke_analysis$smoking_status coerced to
## factor.
| Df | F value | Pr(>F) | |
|---|---|---|---|
| group | 3 | 38.90856 | 0 |
| 5106 | NA | NA |
#The p value is <2.2e-16***, which tells us that the variance between stroke and smoking status is significant and that variance is not equal.Thus rejecting the null hypothesis.Returns: Univariate analysis of BMI
summary(Stroke_analysis$BMI)## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 16.71 24.00 25.00 25.46 27.00 44.71
# Descripltive statistics
round(stat.desc(random_5000values$BMI, basic = FALSE, norm = TRUE, p=0.95),2)## median mean SE.mean CI.mean.0.95 var std.dev
## 25.00 25.46 0.03 0.05 3.64 1.91
## coef.var skewness skew.2SE kurtosis kurt.2SE normtest.W
## 0.07 0.51 7.37 4.05 29.23 0.92
## normtest.p
## 0.00
shapiro.test(random_5000values$BMI)##
## Shapiro-Wilk normality test
##
## data: random_5000values$BMI
## W = 0.9212, p-value < 2.2e-16
# Histogram of the variable BMI
Histogram.BMI <- ggplot(Stroke_analysis, aes(BMI)) + geom_vline(aes(xintercept=mean(Stroke_analysis$BMI)),color="#FC4E07", linetype="dashed", size=1) + geom_histogram(aes(y = ..density..), colour = "purple", fill = "lavender") + labs(x = "Measure of BMI", y = "Density")
Histogram.BMI## Warning: Use of `Stroke_analysis$BMI` is discouraged. Use `BMI` instead.
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
Histogram.BMI + stat_function(fun = dnorm, args = list(mean = mean(Stroke_analysis$BMI,
na.rm = TRUE), sd = sd(Stroke_analysis$BMI, na.rm = TRUE)), colour = "black", size = 1)## Warning: Use of `Stroke_analysis$BMI` is discouraged. Use `BMI` instead.
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
qqplot.BMI <- qplot(sample = Stroke_analysis$BMI, stat="qq")+stat_qq(aes(color = "BMI")) + labs(x = "measure value", y = "BMI") + theme(text = element_text(size=10))+stat_qq_line()## Warning: `stat` is deprecated
qqplot.BMIqplot(Stroke_analysis$age, Stroke_analysis$BMI, xlab = "Patient Age", ylab ="Patient BMI")+ geom_point(size=1, shape=20, color="purple")# scatter plot- conclusion: no relationship.
ggplot(Stroke_analysis,aes(x = age,y = BMI)) + geom_point(size=1, shape=20, color="purple")+ geom_smooth(method=lm,se=FALSE,size=1, color="red") + theme_gray()+ ylab ("Patient BMI") + xlab("Patient Age")+ ggtitle("SCATTERPLOT OF Stroke Incidence & BMI")## `geom_smooth()` using formula 'y ~ x'
Stroke_analysis$heart_disease<- factor(Stroke_analysis$heart_disease, levels = c(0,1), labels = c("No", "Yes"))
G3 <-ggplot(Stroke_analysis, aes(x = stat_stroke, y = BMI, fill = heart_disease, color = gender))+ geom_boxplot(alpha = 0.5) + geom_point(alpha = 0.5, position = position_jitterdodge(jitter.width = 0.1, jitter.height = 0.1))
G3 # A BMI of less than 18.5 means that a person is underweight. A BMI of between 18.5 and 24.9 is ideal. A BMI of between 25 and 29.9 is overweight.
Stroke_analysis$BMI_Value_cat[Stroke_analysis$BMI >= 0 & Stroke_analysis$BMI <= 19] = "Underweight"
Stroke_analysis$BMI_Value_cat[Stroke_analysis$BMI >= 20 & Stroke_analysis$BMI <= 25] = "Normal/Ideal"
Stroke_analysis$BMI_Value_cat[Stroke_analysis$BMI >= 26 & Stroke_analysis$BMI] = "Overweight"
Stroke_analysis$BMI_Value_cat <- as.factor(Stroke_analysis$BMI_Value_cat)
str(Stroke_analysis$BMI_Value_cat)## Factor w/ 3 levels "Normal/Ideal",..: 2 1 1 1 1 2 1 1 2 2 ...
table(Stroke_analysis$BMI_Value_cat)##
## Normal/Ideal Overweight Underweight
## 2583 2482 7
table(Stroke_analysis$BMI_Value_cat, Stroke_analysis$stroke)##
## 0 1
## Normal/Ideal 2444 139
## Overweight 2373 109
## Underweight 7 0
Stroke_analysis %>% ggplot(aes(Stroke_analysis$BMI_Value_cat)) + geom_bar(width=0.2,col="pink") + ggtitle("Work Type All Participants")## Warning: Use of `Stroke_analysis$BMI_Value_cat` is discouraged. Use
## `BMI_Value_cat` instead.
# Statistical Observations:
# mean BMI is 25.46
# Median BMI is 25
# Skewness of BMI is 0.49 which suggests that the data are fairly symmetrical.
# Kurtosis of BMI is 4.03 which suggests that the distribution has heavier tails (leptokurtic distribution)
# The null hypothesis is that the population is normally distributed.
# Shapiro-Wilk normality test for BMI is very close to zero which suggest deviation from normality. Hence the null hypothesis is rejected
# EDA Observation:
# The normal distribution of BMI from the participants are between 22-27 with a mean of 25.46.
# By comparing the patients based on gender and heart disease condition, the BMI of patients diagnosed with stroke is more than the patients without stroke condition.
# scatter plot avg glucose with age in people with stroke
withstroke %>% ggplot(aes(age, avg_glucose_level, color=BMI)) + geom_point() + geom_smooth(method=lm,se=FALSE,size=1, color="red") + ggtitle("Glucose Level by age in people with Stroke")## `geom_smooth()` using formula 'y ~ x'
Returns: Univariate analysis of Average glucose levels
mean(Stroke_analysis$avg_glucose_level)## [1] 106.1477
# Descripltive statistics
round(stat.desc(random_5000values$avg_glucose_level, basic = FALSE, norm = TRUE, p=0.95),2)## median mean SE.mean CI.mean.0.95 var std.dev
## 91.76 106.02 0.64 1.26 2051.57 45.29
## coef.var skewness skew.2SE kurtosis kurt.2SE normtest.W
## 0.43 1.58 22.83 1.71 12.32 0.80
## normtest.p
## 0.00
shapiro.test(random_5000values$avg_glucose_level)##
## Shapiro-Wilk normality test
##
## data: random_5000values$avg_glucose_level
## W = 0.80409, p-value < 2.2e-16
# Histogram
Histogram.AGL <- ggplot(Stroke_analysis, aes(avg_glucose_level)) + geom_vline(aes(xintercept=mean(Stroke_analysis$avg_glucose_level)),color="#FC4E07", linetype="dashed", size=1) + geom_histogram(aes(y = ..density..), colour = "purple", fill = "lavender") + labs(x = "Measure of avg_glucose_level", y = "Density")
Histogram.AGL## Warning: Use of `Stroke_analysis$avg_glucose_level` is discouraged. Use
## `avg_glucose_level` instead.
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
Histogram.AGL + stat_function(fun = dnorm, args = list(mean = mean(Stroke_analysis$avg_glucose_level,
na.rm = TRUE), sd = sd(Stroke_analysis$avg_glucose_level, na.rm = TRUE)), colour = "black", size = 1)## Warning: Use of `Stroke_analysis$avg_glucose_level` is discouraged. Use
## `avg_glucose_level` instead.
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
# qq plot
qqplot.AGL <- qplot(sample = Stroke_analysis$avg_glucose_level, stat="qq")+stat_qq(aes(color = "avg_glucose_level")) + labs(x = "measure value", y = "avg_glucose_level") + theme(text = element_text(size=10))+stat_qq_line()## Warning: `stat` is deprecated
qqplot.AGL# scatter plot avg glucose with age
Stroke_analysis %>% ggplot(aes(avg_glucose_level, fill=gender)) + geom_density(alpha=0.2) + ggtitle("Glucose Level by Gender over age")## Warning: Groups with fewer than two data points have been dropped.
## Warning in max(ids, na.rm = TRUE): no non-missing arguments to max; returning
## -Inf
Stroke_analysis %>% ggplot(aes(age, avg_glucose_level, color=gender)) + geom_point() + geom_smooth(method=lm,se=FALSE,size=1, color="red") + ggtitle("Glucose Level by Gender over age")## `geom_smooth()` using formula 'y ~ x'
# scatter plot avg glucose with age in people with stroke
withstroke %>% ggplot(aes(avg_glucose_level, fill=gender)) + geom_density(alpha=0.2) + ggtitle("Stroke and Glucose Level by Gender")withstroke %>% ggplot(aes(age, avg_glucose_level, color=gender)) + geom_point() + geom_smooth(method=lm,se=FALSE,size=1, color="red") + ggtitle("Glucose Level by gender over age in people with Stroke")## `geom_smooth()` using formula 'y ~ x'
#round(describe(Stroke_analysis[, c('age', 'avg_glucose_level', 'BMI')]), 2)
# Statistical Observations :
# mean avg_glucose_level is 106.19
# Median avg_glucose_level is 91.85
# Skewness of avg_glucose_level is 1.57 which suggests the data are highly skewed (positively skewed)
# Kurtosis of avg_glucose_level is 1.65 which suggests that the distribution has heavier tails (leptokurtic distribution)
# The null hypothesis is that the population is normally distributed.
# Shapiro-Wilk normality test for avg_glucose_level is very close to zero which suggest deviation from normality. Hence the null hypothesis is rejected
#The participants are normally distributed within the lower range or with a mean of 106.15 of glucose level
# EDA Observation:
# More participants with lower glucose level developed stroke and mostly were women while the opposite spectrum of elevated glucose levels that developed the illness were men.
# In conclusion, keeping one’s glucose level at normal level will decrease the chance of developing the illness over time.
# Having more age increases the likely hood of getting a stroke.
# Returns: Univariate analysis of work type
Stroke_analysis %>% ggplot(aes(work_type)) + geom_bar(width=0.2,col="pink") + ggtitle("Work Type All Participants")# Majority of the participants are in the Private Sector.Returns: Grouped analysis of work type and stroke
# WORK TYPE AND STROKE
work <- Stroke_analysis$work_type
#table( work, stat)
# g1<-ggplot(Stroke_analysis, aes(x = work_type, fill = stat))+
# geom_bar(position = "fill")+
# stat_count(geom = "text",
# aes(label = stat(count)),
# #position = "fill", color = "black"
# position = position_fill(vjust = 0.5), color = "black")
# g1
Stroke_analysis %>%
filter(!work_type %in% c('children', 'Never_worked')) %>%
group_by(work_type) %>%
summarise(stroke_share = round(mean(stroke), 3),median_age = median(age))| work_type | stroke_share | median_age |
|---|---|---|
| Govt_job | 0.050 | 51 |
| Private | 0.051 | 45 |
| Self-employed | 0.079 | 63 |
# EDA Observation:
#Statistically, the probability of developing a stroke by work:
# Children 0.29% Gov_job 5.02% Never_worked 0% Private 5.09% Self-employed 7.94%
#Based on participants data, those that never worked had 0 probability of developing stroke, whereas children had small a one. Both Government and Private work sectors have the same probability and the Self-employed have the highest probability.
# Although many patients in private sector are affected by stroke. On a proportion basis for each sector, we can see that patients who are self-employed are more prone to get a stroke.
CI_normalize <- (2115-2994)/(2994+2115 )
CI_normalize## [1] -0.1720493
Returns: Class imbalance bias in work type
# Class imbalance bias in work type
table(Stroke_analysis$work_type)##
## children Govt_job Never_worked Private Self-employed
## 687 657 22 2925 819
CI_normalize <- (819-2925)/(657+2925+819)
CI_normalize## [1] -0.4785276
Returns: Grouped analysis of residence type and stroke
Stroke_analysis %>% ggplot(aes(Residence_type)) + geom_bar(width=0.2) + ggtitle("Place of Residence All Participants")#RESIDENCE AND STROKE
reside <- Stroke_analysis$Residence_type
#table(reside, stat)
g6<-ggplot(Stroke_analysis, aes(x = stat_stroke, y = avg_glucose_level))+
geom_bar(aes(fill = Residence_type),stat = "identity", position = position_dodge(0.9))+
facet_wrap(~smoking_status, scales = "free")
g6Stroke_analysis %>%
group_by(work_type, Residence_type) %>%
summarise(stroke_share = round(mean(stroke), 3),median_age = median(age))## `summarise()` has grouped output by 'work_type'. You can override using the `.groups` argument.
| work_type | Residence_type | stroke_share | median_age |
|---|---|---|---|
| children | Rural | 0.003 | 6 |
| children | Urban | 0.003 | 7 |
| Govt_job | Rural | 0.045 | 51 |
| Govt_job | Urban | 0.055 | 51 |
| Never_worked | Rural | 0.000 | 16 |
| Never_worked | Urban | 0.000 | 16 |
| Private | Rural | 0.047 | 44 |
| Private | Urban | 0.055 | 46 |
| Self-employed | Rural | 0.079 | 63 |
| Self-employed | Urban | 0.080 | 62 |
# EDA Observation:
#Our participants have about the same number in place of residence, either rural or urban
#Rural 4.53% Urban 5.20%
#In conclusion, based on our sample, there is not much extreme difference in place of residence that would trigger a development of stroke. Whatever or wherever place you may be living, the potential exists almost as much.
# A Comparable number of patients live in Urban and Rural regions.
# The Residence_type column will also be not good enough by itself.Correlation is a statistical measure that expresses the extent to which two variables are linearly related (meaning they change together at a constant rate).
A coefficient of +1 indicates that the two variables are perfectly positively correlated, so as one variable increases, the other increases by a proportionate amount.
Conversely, a coefficient of −1 indicates a perfect negative relationship: if one variable increases, the other decreases by a proportionate amount.
A coefficient of zero indicates no linear relationship at all and so if one variable changes, the other stays the same.
Returns: Correlation
str(Stroke_analysis)## 'data.frame': 5110 obs. of 16 variables:
## $ id : int 9046 51676 31112 60182 1665 56669 53882 10434 27419 60491 ...
## $ gender : chr "Male" "Female" "Male" "Female" ...
## $ age : num 67 61 80 49 79 81 74 69 59 78 ...
## $ hypertension : int 0 0 0 0 1 0 1 0 0 0 ...
## $ heart_disease : Factor w/ 2 levels "No","Yes": 2 1 2 1 1 1 2 1 1 1 ...
## $ ever_married : chr "Yes" "Yes" "Yes" "Yes" ...
## $ work_type : chr "Private" "Self-employed" "Private" "Private" ...
## $ Residence_type : chr "Urban" "Rural" "Rural" "Urban" ...
## $ avg_glucose_level: num 229 202 106 171 174 ...
## $ smoking_status : chr "formerly smoked" "never smoked" "never smoked" "smokes" ...
## $ stroke : int 1 1 1 1 1 1 1 1 1 1 ...
## $ sysBP : num 146 135 131 122 131 126 119 138 120 139 ...
## $ diaBP : num 82 86 79 87 85 82 90 85 89 75 ...
## $ BMI : num 27.2 24 23 25 25 ...
## $ OnAdmit_heartRate: int 70 77 71 81 77 73 77 80 83 80 ...
## $ BMI_Value_cat : Factor w/ 3 levels "Normal/Ideal",..: 2 1 1 1 1 2 1 1 2 2 ...
stroke_num <- Stroke_analysis[, c(11,3,4,9,14)]
head(stroke_num)| stroke | age | hypertension | avg_glucose_level | BMI |
|---|---|---|---|---|
| 1 | 67 | 0 | 228.69 | 27.17 |
| 1 | 61 | 0 | 202.21 | 24.00 |
| 1 | 80 | 0 | 105.92 | 23.00 |
| 1 | 49 | 0 | 171.23 | 25.00 |
| 1 | 79 | 1 | 174.12 | 25.00 |
| 1 | 81 | 0 | 186.21 | 27.00 |
str(stroke_num)## 'data.frame': 5110 obs. of 5 variables:
## $ stroke : int 1 1 1 1 1 1 1 1 1 1 ...
## $ age : num 67 61 80 49 79 81 74 69 59 78 ...
## $ hypertension : int 0 0 0 0 1 0 1 0 0 0 ...
## $ avg_glucose_level: num 229 202 106 171 174 ...
## $ BMI : num 27.2 24 23 25 25 ...
stroke.cor <- cor(stroke_num)
head(stroke.cor)## stroke age hypertension avg_glucose_level
## stroke 1.00000000 0.245257346 0.12790382 0.1319454
## age 0.24525735 1.000000000 0.27639763 0.2381711
## hypertension 0.12790382 0.276397628 1.00000000 0.1744738
## avg_glucose_level 0.13194544 0.238171114 0.17447381 1.0000000
## BMI -0.02076691 -0.007347765 0.02991413 0.0177603
## BMI
## stroke -0.020766905
## age -0.007347765
## hypertension 0.029914125
## avg_glucose_level 0.017760302
## BMI 1.000000000
corPlot(stroke.cor)scatterplotMatrix(stroke_num, spread=FALSE, smoother.args=list(lty=2), main="Scatter Plot Matrix of stroke analysis")** OBSERVATIONS :- * Positive correlations are displayed in a blue scale while negative correlations are displayed in a red scale.
The Variables that have a negetive correlation are: 1.BMI-Stroke = -0.02 *2.BMI-Age = -0.01
From this we can conclude that that the predictor variable ‘age’ has a positive correlation with the outcome variable ‘Stroke’ . **
Like all regression analyses, the logistic regression is a predictive analysis. Logistic regression is used to describe data and to explain the relationship between an outcome variable that is a categorical variable and predictor variables that are continuous or categorical.
Since our outcome variable “stroke” is a categorical variable, we decided to perform this analysis to asses the goodness of fit of all the predictor variables to the outcome variable in this data set.
Returns: Logistic Regression
str(Stroke_analysis)## 'data.frame': 5110 obs. of 16 variables:
## $ id : int 9046 51676 31112 60182 1665 56669 53882 10434 27419 60491 ...
## $ gender : chr "Male" "Female" "Male" "Female" ...
## $ age : num 67 61 80 49 79 81 74 69 59 78 ...
## $ hypertension : int 0 0 0 0 1 0 1 0 0 0 ...
## $ heart_disease : Factor w/ 2 levels "No","Yes": 2 1 2 1 1 1 2 1 1 1 ...
## $ ever_married : chr "Yes" "Yes" "Yes" "Yes" ...
## $ work_type : chr "Private" "Self-employed" "Private" "Private" ...
## $ Residence_type : chr "Urban" "Rural" "Rural" "Urban" ...
## $ avg_glucose_level: num 229 202 106 171 174 ...
## $ smoking_status : chr "formerly smoked" "never smoked" "never smoked" "smokes" ...
## $ stroke : int 1 1 1 1 1 1 1 1 1 1 ...
## $ sysBP : num 146 135 131 122 131 126 119 138 120 139 ...
## $ diaBP : num 82 86 79 87 85 82 90 85 89 75 ...
## $ BMI : num 27.2 24 23 25 25 ...
## $ OnAdmit_heartRate: int 70 77 71 81 77 73 77 80 83 80 ...
## $ BMI_Value_cat : Factor w/ 3 levels "Normal/Ideal",..: 2 1 1 1 1 2 1 1 2 2 ...
Sta_regression <- Stroke_analysis[ ,c( "stroke", "gender" , "age" , "hypertension", "heart_disease","ever_married", "work_type", "Residence_type", "avg_glucose_level", "smoking_status" , "BMI")]
str(Sta_regression)## 'data.frame': 5110 obs. of 11 variables:
## $ stroke : int 1 1 1 1 1 1 1 1 1 1 ...
## $ gender : chr "Male" "Female" "Male" "Female" ...
## $ age : num 67 61 80 49 79 81 74 69 59 78 ...
## $ hypertension : int 0 0 0 0 1 0 1 0 0 0 ...
## $ heart_disease : Factor w/ 2 levels "No","Yes": 2 1 2 1 1 1 2 1 1 1 ...
## $ ever_married : chr "Yes" "Yes" "Yes" "Yes" ...
## $ work_type : chr "Private" "Self-employed" "Private" "Private" ...
## $ Residence_type : chr "Urban" "Rural" "Rural" "Urban" ...
## $ avg_glucose_level: num 229 202 106 171 174 ...
## $ smoking_status : chr "formerly smoked" "never smoked" "never smoked" "smokes" ...
## $ BMI : num 27.2 24 23 25 25 ...
Sta_regression$gender <- as.factor(Sta_regression$gender)
Sta_regression$ever_married <- as.factor(Sta_regression$ever_married)
Sta_regression$work_type <- as.factor(Sta_regression$work_type)
Sta_regression$Residence_type <- as.factor(Sta_regression$Residence_type)
Sta_regression$smoking_status <- as.factor(Sta_regression$smoking_status)
Sta_regression$stroke <- as.factor(Sta_regression$stroke)
str(Sta_regression)## 'data.frame': 5110 obs. of 11 variables:
## $ stroke : Factor w/ 2 levels "0","1": 2 2 2 2 2 2 2 2 2 2 ...
## $ gender : Factor w/ 3 levels "Female","Male",..: 2 1 2 1 1 2 2 1 1 1 ...
## $ age : num 67 61 80 49 79 81 74 69 59 78 ...
## $ hypertension : int 0 0 0 0 1 0 1 0 0 0 ...
## $ heart_disease : Factor w/ 2 levels "No","Yes": 2 1 2 1 1 1 2 1 1 1 ...
## $ ever_married : Factor w/ 2 levels "No","Yes": 2 2 2 2 2 2 2 1 2 2 ...
## $ work_type : Factor w/ 5 levels "children","Govt_job",..: 4 5 4 4 5 4 4 4 4 4 ...
## $ Residence_type : Factor w/ 2 levels "Rural","Urban": 2 1 1 2 1 2 1 2 1 2 ...
## $ avg_glucose_level: num 229 202 106 171 174 ...
## $ smoking_status : Factor w/ 4 levels "formerly smoked",..: 1 2 2 3 2 1 2 2 4 4 ...
## $ BMI : num 27.2 24 23 25 25 ...
Returns:Model 1
new_st_model1<- Sta_regression[ ,c( "stroke", "gender" , "age" , "hypertension", "heart_disease","ever_married", "work_type", "Residence_type", "avg_glucose_level", "smoking_status" , "BMI")]
str(new_st_model1)## 'data.frame': 5110 obs. of 11 variables:
## $ stroke : Factor w/ 2 levels "0","1": 2 2 2 2 2 2 2 2 2 2 ...
## $ gender : Factor w/ 3 levels "Female","Male",..: 2 1 2 1 1 2 2 1 1 1 ...
## $ age : num 67 61 80 49 79 81 74 69 59 78 ...
## $ hypertension : int 0 0 0 0 1 0 1 0 0 0 ...
## $ heart_disease : Factor w/ 2 levels "No","Yes": 2 1 2 1 1 1 2 1 1 1 ...
## $ ever_married : Factor w/ 2 levels "No","Yes": 2 2 2 2 2 2 2 1 2 2 ...
## $ work_type : Factor w/ 5 levels "children","Govt_job",..: 4 5 4 4 5 4 4 4 4 4 ...
## $ Residence_type : Factor w/ 2 levels "Rural","Urban": 2 1 1 2 1 2 1 2 1 2 ...
## $ avg_glucose_level: num 229 202 106 171 174 ...
## $ smoking_status : Factor w/ 4 levels "formerly smoked",..: 1 2 2 3 2 1 2 2 4 4 ...
## $ BMI : num 27.2 24 23 25 25 ...
#MODEL 1
strokemodel_1 <- glm(stroke ~. , data = new_st_model1, family = binomial())
summary(strokemodel_1)##
## Call:
## glm(formula = stroke ~ ., family = binomial(), data = new_st_model1)
##
## Deviance Residuals:
## Min 1Q Median 3Q Max
## -1.1501 -0.3196 -0.1636 -0.0873 3.5621
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## (Intercept) -5.342e+00 1.199e+00 -4.455 8.4e-06 ***
## genderMale 1.105e-02 1.419e-01 0.078 0.937941
## genderOther -1.052e+01 1.455e+03 -0.007 0.994233
## age 7.452e-02 5.730e-03 13.007 < 2e-16 ***
## hypertension 4.141e-01 1.647e-01 2.514 0.011948 *
## heart_diseaseYes 2.738e-01 1.912e-01 1.432 0.152127
## ever_marriedYes -1.860e-01 2.256e-01 -0.824 0.409714
## work_typeGovt_job -9.120e-01 8.208e-01 -1.111 0.266544
## work_typeNever_worked -1.031e+01 3.093e+02 -0.033 0.973417
## work_typePrivate -7.735e-01 8.050e-01 -0.961 0.336620
## work_typeSelf-employed -1.158e+00 8.264e-01 -1.401 0.161245
## Residence_typeUrban 8.754e-02 1.384e-01 0.632 0.527151
## avg_glucose_level 4.098e-03 1.176e-03 3.484 0.000495 ***
## smoking_statusnever smoked -2.247e-01 1.765e-01 -1.274 0.202824
## smoking_statussmokes 1.054e-01 2.154e-01 0.489 0.624788
## smoking_statusUnknown -7.508e-02 2.084e-01 -0.360 0.718662
## BMI -5.600e-02 3.704e-02 -1.512 0.130570
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## (Dispersion parameter for binomial family taken to be 1)
##
## Null deviance: 1990.4 on 5109 degrees of freedom
## Residual deviance: 1578.8 on 5093 degrees of freedom
## AIC: 1612.8
##
## Number of Fisher Scoring iterations: 14
#AIC :- 1612.8
#CHI Deviance OF MODEL 1
stroke_m1_Chi <-strokemodel_1$null.deviance - strokemodel_1$deviance
stroke_m1_Chi #411.5305## [1] 411.5305
#CHI STATISTIC FOR DEGREES OF FREEDOM
stroke_m1_chidf <- strokemodel_1$df.null - strokemodel_1$df.residual
stroke_m1_chidf #16## [1] 16
#CHI SQ. PROBABLITY OF M1
stroke_chisq.prob <- 1 - pchisq(stroke_m1_Chi,stroke_m1_chidf)
stroke_chisq.prob #0## [1] 0
#Because this probability is less than .05, we can reject the null hypothesis that the model is not better than chance at predicting the outcome.
stroke_m1_R2<-stroke_m1_Chi/strokemodel_1$null.deviance
stroke_m1_R2 #0.2## [1] 0.2067605
logisticPseudoR2s <- function(LogModel) {
dev <- LogModel$deviance
nullDev <- LogModel$null.deviance
modelN <- length(LogModel$fitted.values)
R.l <- 1 - dev / nullDev
R.cs <- 1- exp ( -(nullDev - dev) / modelN)
R.n <- R.cs / ( 1 - ( exp (-(nullDev / modelN))))
cat("Pseudo R^2 for logistic regression\n")
cat("Hosmer and Lemeshow R^2 ", round(R.l, 3), "\n")
cat("Cox and Snell R^2 ", round(R.cs, 3), "\n")
cat("Nagelkerke R^2 ", round(R.n, 3), "\n")}
logisticPseudoR2s(strokemodel_1)## Pseudo R^2 for logistic regression
## Hosmer and Lemeshow R^2 0.207
## Cox and Snell R^2 0.077
## Nagelkerke R^2 0.24
# Pseudo R^2 for logistic regression
# Hosmer and Lemeshow R^2 0.207
# Cox and Snell R^2 0.077
# Nagelkerke R^2 0.24Returns:Removing Outliers and creating Model 2
#Finding outliers for m1
cooksd <- cooks.distance(strokemodel_1)
plot(cooksd, pch = "*", cex=1.5)# Removing top x Outliers
# Alternatively, you can try to remove the top x outliers to have a look
top_x_outlier <- 20
influential <- as.numeric(names(sort(cooksd, decreasing = TRUE)[1:top_x_outlier]))
# subset dataframe without influential datapoints (outliers)
new_st_model2_no_outliers <- new_st_model1[-influential, ]
#MODEL 2 WITHOUT OUTLIERS
strokemodel_2 <- glm(stroke ~. , data = new_st_model2_no_outliers, family = binomial())
summary(strokemodel_2)##
## Call:
## glm(formula = stroke ~ ., family = binomial(), data = new_st_model2_no_outliers)
##
## Deviance Residuals:
## Min 1Q Median 3Q Max
## -1.1849 -0.2993 -0.1455 -0.0585 3.2205
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## (Intercept) -1.921e+01 4.068e+02 -0.047 0.962333
## genderMale 1.790e-03 1.483e-01 0.012 0.990368
## genderOther -1.399e+01 1.075e+04 -0.001 0.998962
## age 8.061e-02 6.254e-03 12.889 < 2e-16 ***
## hypertension 3.360e-01 1.713e-01 1.962 0.049816 *
## heart_diseaseYes 1.386e-01 2.014e-01 0.688 0.491175
## ever_marriedYes 2.365e-01 2.719e-01 0.870 0.384296
## work_typeGovt_job 1.173e+01 4.068e+02 0.029 0.976992
## work_typeNever_worked -6.995e-01 2.321e+03 0.000 0.999760
## work_typePrivate 1.214e+01 4.068e+02 0.030 0.976201
## work_typeSelf-employed 1.164e+01 4.068e+02 0.029 0.977178
## Residence_typeUrban 2.623e-02 1.442e-01 0.182 0.855717
## avg_glucose_level 4.330e-03 1.209e-03 3.581 0.000342 ***
## smoking_statusnever smoked -2.215e-01 1.802e-01 -1.229 0.219059
## smoking_statussmokes 1.606e-02 2.267e-01 0.071 0.943514
## smoking_statusUnknown -2.015e-01 2.192e-01 -0.919 0.358005
## BMI -4.685e-02 3.853e-02 -1.216 0.224076
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## (Dispersion parameter for binomial family taken to be 1)
##
## Null deviance: 1867.9 on 5089 degrees of freedom
## Residual deviance: 1439.2 on 5073 degrees of freedom
## AIC: 1473.2
##
## Number of Fisher Scoring iterations: 18
#AIC :- 1473.2
stroke_m2_Chi<- strokemodel_1$deviance - strokemodel_2$deviance
stroke_m2_Chi #1578.842## [1] 139.6549
stroke_m2_chidf <- strokemodel_1$df.residual - strokemodel_2$df.residual
stroke_m2_chidf #265## [1] 20
stroke_chisq.prob2 <- 1 - pchisq(stroke_m2_Chi,stroke_m2_chidf)
stroke_chisq.prob2 #0## [1] 0
stroke_m2_R2<-stroke_m2_Chi/strokemodel_2$null.deviance
stroke_m2_R2## [1] 0.07476416
logisticPseudoR2s(strokemodel_2)## Pseudo R^2 for logistic regression
## Hosmer and Lemeshow R^2 0.23
## Cox and Snell R^2 0.081
## Nagelkerke R^2 0.263
# pseudo M2 R^2 for logistic regression
# Hosmer and Lemeshow R^2 0.23
# Cox and Snell R^2 0.081
# Nagelkerke R^2 0.263 Returns:Model 3
control <- trainControl(method = "boot", number=10, repeats=3)
# train the model
glm_model <- train(stroke ~., data = new_st_model2_no_outliers , method = "glm", preProcess = "scale", trControl = control)
# estimate variable importance
#importance <- varImp(glm_model, scale=FALSE)
importance <- caret::varImp(glm_model ,scale=FALSE)
# summarize importance
print(importance)## glm variable importance
##
## Overall
## age 1.289e+01
## avg_glucose_level 3.581e+00
## hypertension 1.962e+00
## `smoking_statusnever smoked` 1.229e+00
## BMI 1.216e+00
## smoking_statusUnknown 9.192e-01
## ever_marriedYes 8.700e-01
## heart_diseaseYes 6.884e-01
## Residence_typeUrban 1.818e-01
## smoking_statussmokes 7.085e-02
## work_typePrivate 2.983e-02
## work_typeGovt_job 2.884e-02
## `work_typeSelf-employed` 2.861e-02
## genderMale 1.207e-02
## genderOther 1.301e-03
## work_typeNever_worked 3.013e-04
# plot importance
plot(importance)head(glm_model)## $method
## [1] "glm"
##
## $modelInfo
## $modelInfo$label
## [1] "Generalized Linear Model"
##
## $modelInfo$library
## NULL
##
## $modelInfo$loop
## NULL
##
## $modelInfo$type
## [1] "Regression" "Classification"
##
## $modelInfo$parameters
## parameter class label
## 1 parameter character parameter
##
## $modelInfo$grid
## function (x, y, len = NULL, search = "grid")
## data.frame(parameter = "none")
##
## $modelInfo$fit
## function (x, y, wts, param, lev, last, classProbs, ...)
## {
## dat <- if (is.data.frame(x))
## x
## else as.data.frame(x, stringsAsFactors = TRUE)
## dat$.outcome <- y
## if (length(levels(y)) > 2)
## stop("glm models can only use 2-class outcomes")
## theDots <- list(...)
## if (!any(names(theDots) == "family")) {
## theDots$family <- if (is.factor(y))
## binomial()
## else gaussian()
## }
## if (!is.null(wts))
## theDots$weights <- wts
## modelArgs <- c(list(formula = as.formula(".outcome ~ ."),
## data = dat), theDots)
## out <- do.call("glm", modelArgs)
## out$call <- NULL
## out
## }
## <bytecode: 0x7f99a7eb4550>
##
## $modelInfo$predict
## function (modelFit, newdata, submodels = NULL)
## {
## if (!is.data.frame(newdata))
## newdata <- as.data.frame(newdata, stringsAsFactors = TRUE)
## if (modelFit$problemType == "Classification") {
## probs <- predict(modelFit, newdata, type = "response")
## out <- ifelse(probs < 0.5, modelFit$obsLevel[1], modelFit$obsLevel[2])
## }
## else {
## out <- predict(modelFit, newdata, type = "response")
## }
## out
## }
## <bytecode: 0x7f99a5ba1200>
##
## $modelInfo$prob
## function (modelFit, newdata, submodels = NULL)
## {
## if (!is.data.frame(newdata))
## newdata <- as.data.frame(newdata, stringsAsFactors = TRUE)
## out <- predict(modelFit, newdata, type = "response")
## out <- cbind(1 - out, out)
## dimnames(out)[[2]] <- modelFit$obsLevels
## out
## }
##
## $modelInfo$varImp
## function (object, ...)
## {
## values <- summary(object)$coef
## varImps <- abs(values[-1, grep("value$", colnames(values)),
## drop = FALSE])
## vimp <- data.frame(varImps)
## colnames(vimp) <- "Overall"
## if (!is.null(names(varImps)))
## rownames(vimp) <- names(varImps)
## vimp
## }
##
## $modelInfo$predictors
## function (x, ...)
## predictors(x$terms)
##
## $modelInfo$levels
## function (x)
## if (any(names(x) == "obsLevels")) x$obsLevels else NULL
##
## $modelInfo$trim
## function (x)
## {
## x$y = c()
## x$model = c()
## x$residuals = c()
## x$fitted.values = c()
## x$effects = c()
## x$qr$qr = c()
## x$linear.predictors = c()
## x$weights = c()
## x$prior.weights = c()
## x$data = c()
## x$family$variance = c()
## x$family$dev.resids = c()
## x$family$aic = c()
## x$family$validmu = c()
## x$family$simulate = c()
## attr(x$terms, ".Environment") = c()
## attr(x$formula, ".Environment") = c()
## x
## }
##
## $modelInfo$tags
## [1] "Generalized Linear Model" "Linear Classifier"
## [3] "Two Class Only" "Accepts Case Weights"
##
## $modelInfo$sort
## function (x)
## x
##
##
## $modelType
## [1] "Classification"
##
## $results
## parameter Accuracy Kappa AccuracySD KappaSD
## 1 none 0.9550125 0.004899433 0.00466327 0.01089727
##
## $pred
## NULL
##
## $bestTune
## parameter
## 1 none
str(Sta_regression)## 'data.frame': 5110 obs. of 11 variables:
## $ stroke : Factor w/ 2 levels "0","1": 2 2 2 2 2 2 2 2 2 2 ...
## $ gender : Factor w/ 3 levels "Female","Male",..: 2 1 2 1 1 2 2 1 1 1 ...
## $ age : num 67 61 80 49 79 81 74 69 59 78 ...
## $ hypertension : int 0 0 0 0 1 0 1 0 0 0 ...
## $ heart_disease : Factor w/ 2 levels "No","Yes": 2 1 2 1 1 1 2 1 1 1 ...
## $ ever_married : Factor w/ 2 levels "No","Yes": 2 2 2 2 2 2 2 1 2 2 ...
## $ work_type : Factor w/ 5 levels "children","Govt_job",..: 4 5 4 4 5 4 4 4 4 4 ...
## $ Residence_type : Factor w/ 2 levels "Rural","Urban": 2 1 1 2 1 2 1 2 1 2 ...
## $ avg_glucose_level: num 229 202 106 171 174 ...
## $ smoking_status : Factor w/ 4 levels "formerly smoked",..: 1 2 2 3 2 1 2 2 4 4 ...
## $ BMI : num 27.2 24 23 25 25 ...
strokemodel_3 <- glm(stroke ~ age +avg_glucose_level + hypertension + smoking_status + BMI + ever_married + heart_disease + Residence_type, data = new_st_model2_no_outliers, family = binomial())
summary(strokemodel_3)##
## Call:
## glm(formula = stroke ~ age + avg_glucose_level + hypertension +
## smoking_status + BMI + ever_married + heart_disease + Residence_type,
## family = binomial(), data = new_st_model2_no_outliers)
##
## Deviance Residuals:
## Min 1Q Median 3Q Max
## -1.0819 -0.3006 -0.1498 -0.0572 3.2465
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## (Intercept) -7.208687 1.100611 -6.550 5.76e-11 ***
## age 0.077765 0.005966 13.034 < 2e-16 ***
## avg_glucose_level 0.004442 0.001203 3.694 0.000221 ***
## hypertension 0.324283 0.170726 1.899 0.057507 .
## smoking_statusnever smoked -0.216548 0.178016 -1.216 0.223813
## smoking_statussmokes 0.031417 0.226039 0.139 0.889458
## smoking_statusUnknown -0.192422 0.218407 -0.881 0.378305
## BMI -0.044135 0.038542 -1.145 0.252162
## ever_marriedYes 0.277665 0.270478 1.027 0.304623
## heart_diseaseYes 0.162866 0.199461 0.817 0.414197
## Residence_typeUrban 0.027723 0.143872 0.193 0.847201
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## (Dispersion parameter for binomial family taken to be 1)
##
## Null deviance: 1867.9 on 5089 degrees of freedom
## Residual deviance: 1450.1 on 5079 degrees of freedom
## AIC: 1472.1
##
## Number of Fisher Scoring iterations: 8
logisticPseudoR2s(strokemodel_3)## Pseudo R^2 for logistic regression
## Hosmer and Lemeshow R^2 0.224
## Cox and Snell R^2 0.079
## Nagelkerke R^2 0.257
# Pseudo R^2 for logistic regression
# Hosmer and Lemeshow R^2 0.224
# Cox and Snell R^2 0.079
# Nagelkerke R^2 0.257
models <- list(strokemodel_1,strokemodel_2,strokemodel_3)
model.names <- c('strokemodel_1','strokemodel_2','strokemodel_3')
aictab(cand.set = models, modnames = model.names)| Modnames | K | AICc | Delta_AICc | ModelLik | AICcWt | LL | Cum.Wt | |
|---|---|---|---|---|---|---|---|---|
| 3 | strokemodel_3 | 11 | 1472.124 | 0.000000 | 1.0000000 | 0.6437886 | -725.0361 | 0.6437886 |
| 2 | strokemodel_2 | 17 | 1473.308 | 1.183692 | 0.5533049 | 0.3562114 | -719.5936 | 1.0000000 |
| 1 | strokemodel_1 | 17 | 1612.962 | 140.838158 | 0.0000000 | 0.0000000 | -789.4211 | 1.0000000 |
**OBSERVATION:- Based on AIC values of all 3 models, model-3 seems to be the best fit. Based on averages of R^2 values of all 3 models, model-2 seems to be the best fit.
*So,to further check and conclude which model is the best fit we did a confusion matrix on model-2 & 3.
#CONFUSION MATRIX OF MODEL2
new_st_model2_no_outliers$probability <- predict(strokemodel_2, new_st_model2_no_outliers, type="response")
new_st_model2_no_outliers$probability <- ifelse(new_st_model2_no_outliers$probability>0.5,1,0)
print(new_st_model2_no_outliers)## stroke gender age hypertension heart_disease ever_married work_type
## 1 1 Male 67.00 0 Yes Yes Private
## 2 1 Female 61.00 0 No Yes Self-employed
## 3 1 Male 80.00 0 Yes Yes Private
## 4 1 Female 49.00 0 No Yes Private
## 5 1 Female 79.00 1 No Yes Self-employed
## 6 1 Male 81.00 0 No Yes Private
## 7 1 Male 74.00 1 Yes Yes Private
## 8 1 Female 69.00 0 No No Private
## 9 1 Female 59.00 0 No Yes Private
## 10 1 Female 78.00 0 No Yes Private
## 11 1 Female 81.00 1 No Yes Private
## 13 1 Female 54.00 0 No Yes Private
## 14 1 Male 78.00 0 Yes Yes Private
## 15 1 Female 79.00 0 Yes Yes Private
## 16 1 Female 50.00 1 No Yes Self-employed
## 17 1 Male 64.00 0 Yes Yes Private
## 18 1 Male 75.00 1 No Yes Private
## 19 1 Female 60.00 0 No No Private
## 21 1 Female 71.00 0 No Yes Govt_job
## 23 1 Female 79.00 0 No Yes Self-employed
## 24 1 Male 82.00 0 Yes Yes Private
## 25 1 Male 71.00 0 No Yes Private
## 26 1 Male 80.00 0 No Yes Self-employed
## 27 1 Female 65.00 0 No Yes Private
## 28 1 Male 58.00 0 No Yes Private
## 29 1 Male 69.00 0 Yes Yes Self-employed
## 30 1 Male 59.00 0 No Yes Private
## 32 1 Male 42.00 0 No Yes Private
## 33 1 Female 82.00 1 No Yes Self-employed
## 34 1 Male 80.00 0 Yes Yes Self-employed
## 36 1 Female 82.00 1 Yes No Private
## 37 1 Male 74.00 0 No Yes Private
## 38 1 Female 72.00 1 No Yes Private
## 40 1 Female 49.00 0 No Yes Private
## 41 1 Male 78.00 0 No Yes Private
## 42 1 Male 54.00 0 No Yes Private
## 43 1 Male 82.00 0 Yes Yes Private
## 44 1 Female 63.00 0 No Yes Private
## 45 1 Male 60.00 1 No Yes Govt_job
## 46 1 Male 76.00 1 No Yes Private
## 48 1 Female 58.00 0 No Yes Private
## 49 1 Male 81.00 0 No Yes Self-employed
## 51 1 Female 76.00 0 No No Private
## 52 1 Male 78.00 1 No Yes Private
## 53 1 Female 79.00 0 Yes Yes Private
## 54 1 Female 77.00 1 No Yes Self-employed
## 55 1 Female 63.00 0 No Yes Govt_job
## 56 1 Male 63.00 0 Yes Yes Private
## 57 1 Female 82.00 0 No Yes Private
## 58 1 Male 78.00 0 No Yes Private
## 59 1 Male 73.00 1 No Yes Self-employed
## 60 1 Female 54.00 1 No Yes Govt_job
## 61 1 Female 56.00 0 No Yes Private
## 62 1 Female 80.00 1 No Yes Private
## 63 1 Female 67.00 1 No Yes Self-employed
## 64 1 Female 45.00 0 No Yes Private
## 65 1 Male 75.00 0 No Yes Private
## 66 1 Male 78.00 1 No No Private
## 67 1 Female 70.00 0 No Yes Private
## 68 1 Male 76.00 0 No Yes Private
## 69 1 Male 59.00 0 No Yes Private
## 70 1 Female 80.00 1 No Yes Self-employed
## 71 1 Female 76.00 0 No Yes Govt_job
## 72 1 Female 67.00 1 No Yes Private
## 73 1 Female 66.00 1 No Yes Govt_job
## 74 1 Male 63.00 0 No Yes Private
## 75 1 Female 52.00 0 No Yes Private
## 76 1 Female 80.00 0 Yes Yes Self-employed
## 77 1 Male 80.00 1 No Yes Private
## 78 1 Female 79.00 0 No Yes Private
## 79 1 Female 51.00 0 No Yes Private
## 81 1 Male 59.00 0 No Yes Private
## 82 1 Female 66.00 0 No Yes Self-employed
## 83 1 Female 79.00 0 No No Private
## 84 1 Female 68.00 1 No No Self-employed
## 85 1 Male 58.00 0 No Yes Private
## 86 1 Male 54.00 0 No Yes Private
## 87 1 Male 61.00 0 Yes Yes Private
## 88 1 Female 70.00 0 Yes Yes Private
## 89 1 Male 47.00 0 No Yes Private
## 90 1 Male 74.00 0 No Yes Private
## 91 1 Female 79.00 0 Yes Yes Private
## 92 1 Male 81.00 0 No Yes Private
## 93 1 Female 57.00 0 No No Self-employed
## 94 1 Female 80.00 1 No Yes Self-employed
## 95 1 Male 45.00 0 No Yes Private
## 96 1 Female 78.00 0 No Yes Private
## 97 1 Female 70.00 0 No Yes Self-employed
## 98 1 Male 58.00 0 Yes Yes Private
## 100 1 Female 69.00 0 No Yes Govt_job
## 102 1 Female 77.00 0 No Yes Govt_job
## 103 1 Female 74.00 0 No Yes Private
## 104 1 Female 81.00 0 Yes Yes Self-employed
## 105 1 Female 57.00 0 No Yes Govt_job
## 106 1 Male 58.00 0 No Yes Private
## 107 1 Female 50.00 1 No Yes Private
## 108 1 Female 54.00 0 No Yes Self-employed
## 109 1 Female 79.00 0 No Yes Private
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## 4598 0 Female 29.00 0 No Yes Private
## 4599 0 Female 56.00 0 No Yes Govt_job
## 4600 0 Male 33.00 0 No Yes Private
## 4601 0 Male 2.00 0 No No children
## 4602 0 Male 36.00 0 No Yes Private
## 4603 0 Male 30.00 0 No No Private
## 4604 0 Female 31.00 0 No No Govt_job
## 4605 0 Male 16.00 0 No No children
## 4606 0 Male 58.00 0 No Yes Private
## 4607 0 Female 19.00 0 No No Private
## 4608 0 Male 47.00 0 No Yes Govt_job
## 4609 0 Male 59.00 0 No Yes Private
## 4610 0 Female 40.00 0 No Yes Private
## 4611 0 Female 26.00 0 No No Govt_job
## 4612 0 Female 17.00 0 No No Never_worked
## 4613 0 Female 30.00 0 No No Private
## 4614 0 Female 19.00 0 No No Private
## 4615 0 Female 78.00 0 No Yes Govt_job
## 4616 0 Female 55.00 0 No Yes Private
## 4617 0 Male 59.00 0 No Yes Private
## 4618 0 Male 57.00 0 No Yes Govt_job
## 4619 0 Male 33.00 0 No No Private
## 4620 0 Female 35.00 0 No Yes Private
## 4621 0 Male 32.00 0 No Yes Private
## 4622 0 Female 55.00 0 No Yes Private
## 4623 0 Male 28.00 0 No No Private
## 4624 0 Male 25.00 0 No Yes Govt_job
## 4625 0 Female 45.00 0 No Yes Private
## 4626 0 Female 34.00 0 No No Govt_job
## 4627 0 Male 33.00 0 No Yes Private
## 4628 0 Male 65.00 0 No Yes Private
## 4629 0 Female 62.00 0 No Yes Self-employed
## 4630 0 Male 36.00 0 No Yes Private
## 4631 0 Male 31.00 0 No Yes Private
## 4632 0 Male 54.00 0 No Yes Govt_job
## 4633 0 Female 53.00 0 No Yes Private
## 4634 0 Female 44.00 0 No Yes Private
## 4635 0 Male 77.00 0 No Yes Private
## 4636 0 Female 67.00 0 No Yes Govt_job
## 4637 0 Female 48.00 0 No Yes Self-employed
## 4638 0 Male 42.00 0 No Yes Private
## 4639 0 Male 72.00 1 Yes Yes Private
## 4640 0 Male 49.00 0 No Yes Private
## 4641 0 Female 1.32 0 No No children
## 4642 0 Female 45.00 0 No Yes Govt_job
## 4643 0 Female 63.00 1 No Yes Private
## 4644 0 Female 33.00 0 No Yes Private
## 4645 0 Male 32.00 0 No Yes Private
## 4646 0 Female 0.48 0 No No children
## 4647 0 Female 63.00 0 No Yes Self-employed
## 4648 0 Male 70.00 0 No Yes Private
## 4649 0 Female 57.00 0 No Yes Private
## 4650 0 Male 8.00 0 No No children
## 4651 0 Male 54.00 0 No Yes Private
## 4652 0 Male 37.00 0 No Yes Private
## 4653 0 Male 59.00 0 No Yes Private
## 4654 0 Female 78.00 0 No Yes Govt_job
## 4655 0 Female 59.00 0 No Yes Private
## 4656 0 Female 10.00 0 No No children
## 4657 0 Male 21.00 0 No No Private
## 4658 0 Male 2.00 0 No No children
## 4659 0 Female 55.00 0 No Yes Govt_job
## 4660 0 Female 20.00 0 No Yes Private
## 4661 0 Female 38.00 1 No Yes Private
## 4662 0 Female 33.00 0 No Yes Private
## 4663 0 Male 14.00 0 No No Private
## 4664 0 Male 32.00 0 No Yes Private
## 4665 0 Female 32.00 0 No No Private
## 4666 0 Female 68.00 0 No Yes Self-employed
## 4667 0 Male 70.00 0 No Yes Private
## 4668 0 Female 24.00 0 No Yes Private
## 4669 0 Male 44.00 0 No No Self-employed
## 4670 0 Male 39.00 0 No Yes Govt_job
## 4671 0 Female 81.00 0 No Yes Private
## 4672 0 Male 19.00 0 No No Private
## 4673 0 Female 69.00 0 No Yes Self-employed
## 4674 0 Female 42.00 0 No Yes Govt_job
## 4675 0 Male 8.00 0 No No children
## 4676 0 Male 8.00 0 No No children
## 4677 0 Female 28.00 0 No No Private
## 4678 0 Female 66.00 0 No Yes Self-employed
## 4679 0 Female 66.00 0 No Yes Self-employed
## 4680 0 Female 47.00 0 No Yes Private
## 4681 0 Female 78.00 0 No Yes Self-employed
## 4682 0 Female 65.00 0 No Yes Self-employed
## 4683 0 Male 78.00 0 No Yes Private
## 4684 0 Female 68.00 0 No Yes Self-employed
## 4685 0 Female 78.00 1 Yes Yes Private
## 4686 0 Female 65.00 0 No Yes Private
## 4687 0 Female 70.00 0 No Yes Self-employed
## 4688 0 Female 59.00 0 No Yes Self-employed
## 4689 0 Male 31.00 0 No No Self-employed
## 4690 0 Female 32.00 0 No Yes Private
## 4691 0 Male 5.00 0 No No children
## 4692 0 Male 55.00 0 No Yes Self-employed
## 4693 0 Female 61.00 0 No Yes Private
## 4694 0 Female 48.00 0 No Yes Private
## 4695 0 Female 1.16 0 No No children
## 4696 0 Female 50.00 0 No Yes Govt_job
## 4697 0 Male 63.00 1 No Yes Private
## 4698 0 Male 67.00 0 No Yes Private
## 4699 0 Female 43.00 0 No Yes Self-employed
## 4700 0 Male 59.00 0 No Yes Private
## 4701 0 Male 47.00 0 No Yes Private
## 4702 0 Male 50.00 0 No Yes Private
## 4703 0 Male 51.00 0 Yes Yes Self-employed
## 4704 0 Male 44.00 0 Yes No Govt_job
## 4705 0 Female 39.00 0 No No Private
## 4706 0 Female 24.00 0 No No Private
## 4707 0 Male 62.00 0 No No Govt_job
## 4708 0 Female 61.00 0 No Yes Private
## 4709 0 Female 78.00 0 No Yes Self-employed
## 4710 0 Male 15.00 0 No No Private
## 4711 0 Female 23.00 0 No No Private
## 4712 0 Male 79.00 0 No Yes Self-employed
## 4713 0 Male 57.00 0 No Yes Private
## 4714 0 Female 70.00 0 Yes Yes Self-employed
## 4715 0 Male 9.00 0 No No children
## 4716 0 Male 55.00 0 No Yes Private
## 4717 0 Female 82.00 0 No No Private
## 4718 0 Female 19.00 0 No No Private
## 4719 0 Male 41.00 0 No Yes Private
## 4720 0 Female 79.00 0 No Yes Govt_job
## 4721 0 Female 23.00 0 No No Private
## 4722 0 Female 77.00 0 No Yes Private
## 4723 0 Female 78.00 1 No Yes Self-employed
## 4724 0 Female 24.00 0 No Yes Self-employed
## 4725 0 Female 81.00 1 No Yes Self-employed
## 4726 0 Female 46.00 0 No Yes Private
## 4727 0 Female 29.00 0 No No Private
## 4728 0 Female 59.00 0 No Yes Govt_job
## 4729 0 Male 41.00 0 No Yes Self-employed
## 4730 0 Female 17.00 0 No No Private
## 4731 0 Female 8.00 0 No No children
## 4732 0 Female 23.00 0 No No Private
## 4733 0 Female 45.00 0 No Yes Private
## 4734 0 Male 67.00 0 No Yes Private
## 4735 0 Female 78.00 0 No Yes Self-employed
## 4736 0 Male 18.00 0 No No Private
## 4737 0 Female 35.00 0 No Yes Private
## 4738 0 Female 54.00 0 No Yes Govt_job
## 4739 0 Female 71.00 1 No Yes Govt_job
## 4740 0 Female 24.00 0 No No Private
## 4741 0 Male 60.00 0 No Yes Private
## 4742 0 Male 75.00 0 No Yes Private
## 4743 0 Male 48.00 0 No Yes Private
## 4744 0 Male 62.00 0 No Yes Govt_job
## 4745 0 Female 20.00 0 No No Private
## 4746 0 Male 69.00 1 No No Private
## 4747 0 Female 60.00 0 No Yes Govt_job
## 4748 0 Female 12.00 0 No No children
## 4749 0 Female 28.00 0 No Yes Govt_job
## 4750 0 Female 55.00 0 No Yes Private
## 4751 0 Female 70.00 0 Yes Yes Self-employed
## 4752 0 Female 51.00 0 No No Private
## 4753 0 Female 16.00 0 No No Private
## 4754 0 Male 56.00 0 No No Self-employed
## 4755 0 Male 52.00 0 No Yes Private
## 4756 0 Female 59.00 0 No Yes Private
## 4757 0 Female 9.00 0 No No children
## 4758 0 Female 34.00 0 No Yes Private
## 4759 0 Female 47.00 0 No Yes Self-employed
## 4760 0 Male 46.00 0 No Yes Private
## 4761 0 Male 49.00 0 No Yes Private
## 4762 0 Male 10.00 0 No No children
## 4763 0 Female 76.00 1 No Yes Self-employed
## 4764 0 Male 82.00 0 No Yes Private
## 4765 0 Female 3.00 0 No No children
## 4766 0 Female 76.00 1 No Yes Govt_job
## 4767 0 Male 16.00 0 No No Govt_job
## 4768 0 Female 44.00 0 No Yes Govt_job
## 4769 0 Female 17.00 0 No No Private
## 4770 0 Female 73.00 0 No Yes Self-employed
## 4771 0 Male 31.00 0 No Yes Private
## 4772 0 Male 17.00 0 No No Self-employed
## 4773 0 Female 18.00 0 No No Never_worked
## 4774 0 Male 73.00 0 No Yes Private
## 4775 0 Female 8.00 0 No No children
## 4776 0 Male 42.00 0 No Yes Govt_job
## 4777 0 Female 40.00 0 No Yes Private
## 4778 0 Male 79.00 0 No Yes Private
## 4779 0 Male 53.00 0 No Yes Self-employed
## 4780 0 Female 58.00 0 No Yes Self-employed
## 4781 0 Female 48.00 0 No Yes Private
## 4782 0 Female 17.00 0 No No Private
## 4783 0 Female 23.00 0 No No Private
## 4784 0 Male 9.00 0 No No children
## 4785 0 Female 81.00 1 Yes Yes Private
## 4786 0 Female 16.00 0 No No Never_worked
## 4787 0 Male 21.00 0 No No Private
## 4788 0 Male 29.00 0 No No Self-employed
## 4789 0 Male 8.00 0 No No children
## 4790 0 Female 39.00 0 No Yes Private
## 4791 0 Male 37.00 0 No Yes Private
## 4792 0 Female 64.00 0 No Yes Private
## 4793 0 Male 9.00 0 No No children
## 4794 0 Male 17.00 0 No No Private
## 4795 0 Male 8.00 0 No No children
## 4796 0 Male 62.00 0 No Yes Self-employed
## 4797 0 Male 73.00 1 No No Govt_job
## 4798 0 Male 48.00 0 No Yes Govt_job
## 4799 0 Male 17.00 0 No No Private
## 4800 0 Female 10.00 0 No No children
## 4801 0 Female 74.00 0 No Yes Govt_job
## 4802 0 Male 62.00 0 No Yes Private
## 4803 0 Male 5.00 0 No No children
## 4804 0 Female 43.00 0 No Yes Private
## 4805 0 Female 39.00 0 No No Private
## 4806 0 Female 37.00 0 No Yes Self-employed
## 4807 0 Male 15.00 0 No No Private
## 4808 0 Female 36.00 0 No No Self-employed
## 4809 0 Male 34.00 0 No Yes Private
## 4810 0 Male 75.00 1 No Yes Private
## 4811 0 Male 53.00 0 No Yes Private
## 4812 0 Female 61.00 0 No Yes Self-employed
## 4813 0 Female 45.00 0 No Yes Private
## 4814 0 Female 17.00 0 No No Private
## 4815 0 Female 17.00 0 No No Private
## 4816 0 Female 19.00 0 No No Private
## 4817 0 Female 54.00 1 No No Govt_job
## 4818 0 Female 51.00 0 No Yes Self-employed
## 4819 0 Female 44.00 0 No Yes Private
## 4820 0 Female 82.00 0 No Yes Self-employed
## 4821 0 Female 49.00 0 No Yes Self-employed
## 4822 0 Female 34.00 0 No Yes Self-employed
## 4823 0 Female 63.00 1 No Yes Private
## 4824 0 Female 79.00 0 No Yes Private
## 4825 0 Female 81.00 0 No Yes Private
## 4826 0 Female 14.00 0 No No children
## 4827 0 Female 31.00 0 No No Private
## 4828 0 Male 57.00 0 No Yes Private
## 4829 0 Male 32.00 0 No Yes Govt_job
## 4830 0 Male 66.00 0 No Yes Private
## 4831 0 Female 22.00 0 No No Private
## 4832 0 Female 1.32 0 No No children
## 4833 0 Female 20.00 0 No No Private
## 4834 0 Female 41.00 0 No Yes Private
## 4835 0 Female 48.00 0 No Yes Private
## 4836 0 Male 49.00 1 No Yes Self-employed
## 4837 0 Male 73.00 0 No Yes Govt_job
## 4838 0 Male 19.00 0 No No Private
## 4839 0 Female 51.00 0 No Yes Private
## 4840 0 Male 1.08 0 No No children
## 4841 0 Female 31.00 0 No No Private
## 4842 0 Male 4.00 0 No No children
## 4843 0 Male 1.80 0 No No children
## 4844 0 Male 44.00 0 No Yes Private
## 4845 0 Female 4.00 0 No No children
## 4846 0 Male 55.00 0 No Yes Private
## 4847 0 Female 34.00 0 No Yes Private
## 4848 0 Female 30.00 0 No Yes Private
## 4849 0 Female 7.00 0 No No children
## 4850 0 Male 75.00 0 No Yes Govt_job
## 4851 0 Male 14.00 0 No No children
## 4852 0 Female 61.00 0 No Yes Private
## 4853 0 Female 55.00 0 No Yes Govt_job
## 4854 0 Female 14.00 0 No No children
## 4855 0 Female 36.00 0 No No Private
## 4856 0 Female 57.00 1 Yes Yes Private
## 4857 0 Female 20.00 0 No No Private
## 4858 0 Male 32.00 0 No Yes Private
## 4859 0 Female 43.00 0 No Yes Private
## 4860 0 Male 43.00 0 No Yes Private
## 4861 0 Female 1.08 0 No No children
## 4862 0 Female 49.00 0 No Yes Private
## 4863 0 Female 53.00 0 No Yes Private
## 4864 0 Female 18.00 0 No No Private
## 4865 0 Female 13.00 0 No No children
## 4866 0 Male 5.00 0 No No children
## 4867 0 Female 37.00 0 No Yes Private
## 4868 0 Male 49.00 0 No Yes Self-employed
## 4869 0 Female 45.00 0 No No Govt_job
## 4870 0 Female 50.00 0 Yes Yes Private
## 4871 0 Female 12.00 0 No No children
## 4872 0 Male 12.00 0 No No children
## 4873 0 Female 5.00 0 No No children
## 4874 0 Male 39.00 0 No Yes Private
## 4875 0 Female 41.00 0 No Yes Private
## 4876 0 Female 41.00 0 No Yes Private
## 4877 0 Female 47.00 0 No Yes Private
## 4878 0 Female 57.00 0 No Yes Private
## 4879 0 Male 16.00 0 No No children
## 4880 0 Male 3.00 0 No No children
## 4881 0 Female 65.00 0 No Yes Self-employed
## 4882 0 Female 80.00 0 No No Self-employed
## 4883 0 Female 58.00 0 No Yes Private
## 4884 0 Female 74.00 0 No Yes Private
## 4885 0 Female 62.00 0 No Yes Govt_job
## 4886 0 Male 33.00 0 No Yes Private
## 4887 0 Female 21.00 0 No No Private
## 4888 0 Female 17.00 0 No No Private
## 4889 0 Female 49.00 0 No Yes Private
## 4890 0 Female 24.00 0 No Yes Govt_job
## 4891 0 Female 56.00 0 No Yes Private
## 4892 0 Female 26.00 0 No Yes Govt_job
## 4893 0 Male 54.00 1 No Yes Self-employed
## 4894 0 Female 42.00 0 No No Private
## 4895 0 Female 34.00 0 No No Govt_job
## 4896 0 Female 56.00 1 No Yes Private
## 4897 0 Female 39.00 0 No Yes Private
## 4898 0 Female 77.00 0 No Yes Self-employed
## 4899 0 Female 12.00 0 No No children
## 4900 0 Male 65.00 0 No Yes Private
## 4901 0 Male 7.00 0 No No children
## 4902 0 Male 25.00 0 No No Private
## 4903 0 Female 31.00 0 No Yes Private
## 4904 0 Female 14.00 0 No No Private
## 4905 0 Female 5.00 0 No No children
## 4906 0 Female 60.00 0 No Yes Private
## 4907 0 Female 53.00 0 No Yes Private
## 4908 0 Male 55.00 0 No Yes Private
## 4909 0 Female 69.00 0 No Yes Self-employed
## 4910 0 Female 39.00 0 No Yes Private
## 4911 0 Female 0.32 0 No No children
## 4912 0 Female 34.00 0 No No Private
## 4913 0 Female 80.00 0 No Yes Private
## 4914 0 Male 20.00 0 No No Private
## 4915 0 Female 45.00 0 No Yes Govt_job
## 4916 0 Female 41.00 0 No No Govt_job
## 4917 0 Male 54.00 0 No Yes Govt_job
## 4918 0 Male 23.00 0 No No Private
## 4919 0 Male 75.00 0 No Yes Govt_job
## 4920 0 Male 36.00 0 No Yes Private
## 4921 0 Female 75.00 0 No Yes Private
## 4922 0 Male 72.00 0 Yes Yes Private
## 4923 0 Female 47.00 0 No Yes Govt_job
## 4924 0 Female 15.00 0 No No Private
## 4925 0 Male 40.00 1 No Yes Self-employed
## 4926 0 Female 71.00 0 No Yes Self-employed
## 4927 0 Male 38.00 0 No Yes Private
## 4928 0 Female 10.00 0 No No children
## 4929 0 Male 11.00 0 No No children
## 4930 0 Male 0.72 0 No No children
## 4931 0 Male 9.00 0 No No children
## 4932 0 Female 53.00 1 No Yes Govt_job
## 4933 0 Male 28.00 1 No No Private
## 4934 0 Female 81.00 0 No Yes Private
## 4935 0 Male 1.32 0 No No children
## 4936 0 Male 16.00 0 No No Private
## 4937 0 Male 24.00 0 No No Private
## 4938 0 Female 62.00 1 No Yes Self-employed
## 4939 0 Female 62.00 0 No Yes Private
## 4940 0 Female 59.00 0 No Yes Private
## 4941 0 Female 19.00 0 No No Private
## 4942 0 Female 51.00 1 No Yes Self-employed
## 4943 0 Male 38.00 0 No Yes Private
## 4944 0 Female 26.00 0 No No Private
## 4945 0 Male 13.00 0 No No children
## 4946 0 Male 4.00 0 No No children
## 4947 0 Male 55.00 0 No Yes Self-employed
## 4948 0 Female 44.00 0 No Yes Private
## 4949 0 Female 31.00 0 No Yes Private
## 4950 0 Male 58.00 0 No Yes Govt_job
## 4951 0 Female 17.00 0 No No Private
## 4952 0 Female 23.00 0 No No Private
## 4953 0 Male 51.00 1 No Yes Self-employed
## 4954 0 Female 46.00 0 No Yes Private
## 4955 0 Female 81.00 0 No No Self-employed
## 4956 0 Male 38.00 0 No Yes Private
## 4957 0 Female 50.00 0 No Yes Private
## 4958 0 Female 34.00 0 No No Private
## 4959 0 Male 60.00 0 No Yes Private
## 4960 0 Female 50.00 0 No Yes Self-employed
## 4961 0 Female 49.00 0 No Yes Private
## 4962 0 Female 2.00 0 No No children
## 4963 0 Male 47.00 0 No Yes Private
## 4964 0 Female 34.00 0 No Yes Private
## 4965 0 Female 22.00 0 No No Private
## 4966 0 Female 11.00 0 No No children
## 4967 0 Male 54.00 0 No Yes Private
## 4968 0 Female 60.00 0 No Yes Private
## 4969 0 Male 3.00 0 No No children
## 4970 0 Female 46.00 0 No Yes Govt_job
## 4971 0 Male 30.00 0 No No Private
## 4972 0 Female 63.00 0 No Yes Private
## 4973 0 Female 50.00 0 No Yes Private
## 4974 0 Male 65.00 0 No Yes Private
## 4975 0 Male 78.00 0 No Yes Private
## 4976 0 Female 36.00 0 No Yes Private
## 4977 0 Female 18.00 0 No No Private
## 4978 0 Female 44.00 0 No No Private
## 4979 0 Female 4.00 0 No No children
## 4980 0 Female 60.00 0 No No Private
## 4981 0 Female 19.00 0 No No Private
## 4982 0 Male 15.00 0 No No Private
## 4983 0 Male 20.00 0 No No Private
## 4984 0 Male 76.00 1 No Yes Private
## 4985 0 Male 31.00 0 No No Private
## 4986 0 Female 39.00 0 No Yes Govt_job
## 4987 0 Male 58.00 0 Yes Yes Private
## 4988 0 Male 64.00 1 No Yes Private
## 4989 0 Female 79.00 0 No Yes Govt_job
## 4990 0 Female 11.00 0 No No children
## 4991 0 Male 4.00 0 No No children
## 4992 0 Female 43.00 0 No Yes Private
## 4993 0 Female 44.00 0 No Yes Private
## 4994 0 Female 37.00 0 No Yes Govt_job
## 4995 0 Female 34.00 0 No Yes Self-employed
## 4996 0 Female 59.00 0 No Yes Private
## 4997 0 Female 40.00 0 No Yes Private
## 4998 0 Female 8.00 0 No No children
## 4999 0 Female 24.00 0 No Yes Private
## 5000 0 Male 18.00 0 No No Private
## 5001 0 Male 20.00 0 No No Private
## 5002 0 Female 70.00 0 No Yes Private
## 5003 0 Female 68.00 0 No Yes Govt_job
## 5004 0 Male 17.00 0 No No Private
## 5005 0 Female 17.00 0 No No Private
## 5006 0 Female 21.00 0 No No Private
## 5007 0 Female 38.00 0 No Yes Private
## 5008 0 Female 59.00 0 No Yes Govt_job
## 5009 0 Female 79.00 0 Yes Yes Private
## 5010 0 Female 50.00 0 No Yes Self-employed
## 5011 0 Female 72.00 0 No Yes Self-employed
## 5012 0 Female 54.00 0 No Yes Private
## 5013 0 Female 44.00 0 No Yes Private
## 5014 0 Female 48.00 0 No Yes Private
## 5015 0 Male 29.00 0 No No Private
## 5016 0 Female 44.00 0 No Yes Govt_job
## 5017 0 Female 61.00 0 No Yes Self-employed
## 5018 0 Female 58.00 0 No Yes Govt_job
## 5019 0 Female 81.00 0 No Yes Self-employed
## 5020 0 Male 29.00 0 No Yes Private
## 5021 0 Male 5.00 0 No No children
## 5022 0 Female 35.00 0 No Yes Private
## 5023 0 Female 40.00 0 No No Private
## 5024 0 Female 37.00 0 No No Private
## 5025 0 Male 33.00 0 No Yes Private
## 5026 0 Female 35.00 0 No Yes Private
## 5027 0 Female 38.00 0 No No Govt_job
## 5028 0 Female 26.00 0 No Yes Private
## 5029 0 Male 10.00 0 No No children
## 5030 0 Female 72.00 0 No Yes Private
## 5031 0 Male 21.00 0 No Yes Private
## 5032 0 Female 20.00 0 No No Private
## 5033 0 Female 1.24 0 No No children
## 5034 0 Female 26.00 0 No No Private
## 5035 0 Female 79.00 0 No No Private
## 5036 0 Female 78.00 0 No Yes Private
## 5037 0 Male 56.00 0 No Yes Self-employed
## 5038 0 Female 46.00 0 No No Self-employed
## 5039 0 Male 55.00 0 No Yes Govt_job
## 5040 0 Male 41.00 0 No No Private
## 5041 0 Male 30.00 0 No Yes Private
## 5042 0 Male 53.00 0 No Yes Private
## 5043 0 Male 32.00 0 No No Private
## 5044 0 Male 38.00 0 No No Private
## 5045 0 Male 33.00 0 No Yes Govt_job
## 5046 0 Female 44.00 0 No Yes Private
## 5047 0 Male 44.00 0 No Yes Private
## 5048 0 Female 51.00 0 No Yes Govt_job
## 5049 0 Male 40.00 0 No Yes Private
## 5050 0 Female 41.00 0 No Yes Private
## 5051 0 Male 5.00 0 No No children
## 5052 0 Female 42.00 0 No Yes Private
## 5053 0 Female 6.00 0 No No children
## 5054 0 Female 46.00 0 No Yes Govt_job
## 5055 0 Female 47.00 0 No Yes Private
## 5056 0 Female 25.00 0 No No Private
## 5057 0 Female 40.00 0 No Yes Private
## 5058 0 Female 49.00 0 No Yes Govt_job
## 5059 0 Male 21.00 0 No No Private
## 5060 0 Female 61.00 0 No Yes Govt_job
## 5061 0 Male 78.00 0 No Yes Private
## 5062 0 Male 41.00 0 No Yes Private
## 5063 0 Female 82.00 0 No Yes Self-employed
## 5064 0 Male 39.00 0 No Yes Private
## 5065 0 Male 70.00 0 No Yes Self-employed
## 5066 0 Female 31.00 0 No Yes Private
## 5067 0 Female 37.00 0 No No Private
## 5068 0 Male 21.00 0 No No Private
## 5069 0 Male 80.00 0 No Yes Self-employed
## 5070 0 Female 21.00 0 No No Private
## 5071 0 Female 5.00 0 No No children
## 5072 0 Male 81.00 0 No Yes Private
## 5073 0 Female 35.00 0 No Yes Private
## 5074 0 Female 24.00 0 No No Private
## 5075 0 Female 52.00 0 No Yes Govt_job
## 5076 0 Male 70.00 0 No Yes Private
## 5077 0 Female 34.00 0 No Yes Private
## 5078 0 Male 17.00 0 No No Private
## 5079 0 Female 8.00 0 No No children
## 5080 0 Male 1.72 0 No No children
## 5081 0 Female 29.00 0 No Yes Self-employed
## 5082 0 Male 55.00 0 No Yes Govt_job
## 5083 0 Female 44.00 0 No Yes Private
## 5084 0 Female 19.00 0 No No Private
## 5085 0 Male 67.00 0 No Yes Private
## 5086 0 Female 72.00 0 No Yes Private
## 5087 0 Female 51.00 0 No Yes Private
## 5088 0 Female 63.00 0 No Yes Self-employed
## 5089 0 Female 64.00 1 No Yes Self-employed
## 5090 0 Female 0.72 0 No No children
## 5091 0 Male 26.00 0 No No Govt_job
## 5092 0 Male 59.00 1 No Yes Private
## 5093 0 Male 76.00 0 No Yes Govt_job
## 5094 0 Female 45.00 1 No Yes Govt_job
## 5095 0 Male 13.00 0 No No children
## 5096 0 Male 1.08 0 No No children
## 5097 0 Male 57.00 0 No Yes Govt_job
## 5098 0 Male 68.00 0 No Yes Self-employed
## 5099 0 Male 9.00 0 No No children
## 5100 0 Male 40.00 0 No Yes Private
## 5101 0 Male 82.00 1 No Yes Self-employed
## 5102 0 Female 45.00 0 No Yes Private
## 5103 0 Female 57.00 0 No Yes Private
## 5104 0 Female 18.00 0 No No Private
## 5105 0 Female 13.00 0 No No children
## 5106 0 Female 80.00 1 No Yes Private
## 5107 0 Female 81.00 0 No Yes Self-employed
## 5108 0 Female 35.00 0 No Yes Self-employed
## 5109 0 Male 51.00 0 No Yes Private
## 5110 0 Female 44.00 0 No Yes Govt_job
## Residence_type avg_glucose_level smoking_status BMI probability
## 1 Urban 228.69 formerly smoked 27.17 0
## 2 Rural 202.21 never smoked 24.00 0
## 3 Rural 105.92 never smoked 23.00 0
## 4 Urban 171.23 smokes 25.00 0
## 5 Rural 174.12 never smoked 25.00 0
## 6 Urban 186.21 formerly smoked 27.00 0
## 7 Rural 70.09 never smoked 24.00 0
## 8 Urban 94.39 never smoked 25.00 0
## 9 Rural 76.15 Unknown 28.00 0
## 10 Urban 58.57 Unknown 27.00 0
## 11 Rural 80.43 never smoked 25.00 0
## 13 Urban 104.51 smokes 24.00 0
## 14 Urban 219.84 Unknown 28.00 0
## 15 Urban 214.09 never smoked 26.00 0
## 16 Rural 167.41 never smoked 28.00 0
## 17 Urban 191.61 smokes 24.00 0
## 18 Urban 221.29 smokes 23.00 0
## 19 Urban 89.22 never smoked 28.00 0
## 21 Rural 193.94 smokes 28.00 0
## 23 Urban 228.70 never smoked 23.00 0
## 24 Rural 208.30 Unknown 26.00 0
## 25 Urban 102.87 formerly smoked 24.00 0
## 26 Rural 104.12 never smoked 23.00 0
## 27 Rural 100.98 formerly smoked 23.00 0
## 28 Rural 189.84 Unknown 28.00 0
## 29 Urban 195.23 smokes 23.09 0
## 30 Rural 211.78 formerly smoked 24.00 0
## 32 Rural 83.41 Unknown 24.00 0
## 33 Urban 196.92 never smoked 27.00 0
## 34 Urban 252.72 formerly smoked 27.00 0
## 36 Rural 84.03 formerly smoked 27.00 0
## 37 Rural 219.72 formerly smoked 27.00 0
## 38 Rural 74.63 formerly smoked 24.00 0
## 40 Urban 60.91 never smoked 23.00 0
## 41 Rural 78.03 formerly smoked 24.00 0
## 42 Urban 71.22 never smoked 24.00 0
## 43 Urban 144.90 smokes 26.00 0
## 44 Urban 90.90 formerly smoked 24.00 0
## 45 Urban 213.03 smokes 27.00 0
## 46 Rural 243.58 never smoked 28.00 0
## 48 Urban 107.26 formerly smoked 27.00 0
## 49 Urban 99.33 never smoked 28.00 0
## 51 Urban 89.96 Unknown 25.00 0
## 52 Urban 75.32 formerly smoked 24.00 0
## 53 Rural 127.29 never smoked 23.00 0
## 54 Urban 124.13 never smoked 25.00 0
## 55 Urban 197.54 never smoked 25.00 0
## 56 Rural 196.71 formerly smoked 28.00 0
## 57 Rural 59.32 never smoked 25.00 0
## 58 Urban 237.75 formerly smoked 27.00 0
## 59 Urban 194.99 never smoked 28.00 0
## 60 Urban 180.93 never smoked 24.00 0
## 61 Urban 185.17 formerly smoked 28.00 0
## 62 Rural 74.90 never smoked 27.00 0
## 63 Rural 61.94 smokes 23.00 0
## 64 Rural 93.72 formerly smoked 24.00 0
## 65 Urban 104.72 Unknown 23.00 0
## 66 Urban 113.01 never smoked 23.00 0
## 67 Urban 221.58 never smoked 24.00 0
## 68 Urban 104.47 Unknown 27.00 0
## 69 Urban 86.23 formerly smoked 27.00 0
## 70 Rural 72.67 never smoked 24.00 0
## 71 Rural 62.57 formerly smoked 25.00 0
## 72 Rural 179.12 formerly smoked 26.00 0
## 73 Rural 116.55 formerly smoked 26.00 0
## 74 Rural 228.56 never smoked 28.00 0
## 75 Rural 96.59 never smoked 23.00 0
## 76 Rural 66.72 formerly smoked 23.00 0
## 77 Urban 240.09 never smoked 27.00 0
## 78 Urban 110.85 formerly smoked 27.00 0
## 79 Urban 165.31 never smoked 23.00 0
## 81 Rural 96.16 Unknown 24.00 0
## 82 Urban 101.45 Unknown 26.00 0
## 83 Rural 88.92 never smoked 25.00 0
## 84 Urban 79.79 never smoked 23.00 0
## 85 Urban 71.20 Unknown 27.00 0
## 86 Rural 96.97 smokes 26.00 0
## 87 Rural 111.81 smokes 23.00 0
## 88 Rural 59.35 formerly smoked 24.00 0
## 89 Urban 86.94 formerly smoked 26.00 0
## 90 Urban 98.55 Unknown 26.00 0
## 91 Urban 226.98 never smoked 27.00 0
## 92 Urban 72.81 never smoked 24.00 0
## 93 Urban 68.02 never smoked 25.00 0
## 94 Urban 68.56 Unknown 25.00 0
## 95 Rural 64.14 never smoked 25.00 0
## 96 Rural 235.63 never smoked 28.00 0
## 97 Rural 76.34 formerly smoked 23.00 0
## 98 Rural 240.59 smokes 26.00 0
## 100 Urban 82.81 never smoked 23.00 0
## 102 Rural 190.32 never smoked 27.57 0
## 103 Rural 231.61 formerly smoked 24.00 0
## 104 Rural 78.70 Unknown 28.00 0
## 105 Urban 110.52 Unknown 28.00 0
## 106 Urban 82.30 smokes 25.00 0
## 107 Rural 73.18 formerly smoked 24.00 0
## 108 Rural 191.82 smokes 25.00 0
## 109 Rural 93.05 never smoked 26.00 0
## 110 Urban 64.17 never smoked 25.00 0
## 111 Rural 129.98 formerly smoked 25.00 0
## 112 Urban 68.53 smokes 23.00 0
## 113 Urban 106.41 formerly smoked 25.00 0
## 114 Rural 224.10 never smoked 25.00 0
## 117 Rural 76.11 smokes 25.00 0
## 118 Urban 72.96 smokes 27.00 0
## 120 Urban 105.22 never smoked 25.00 0
## 121 Rural 59.86 formerly smoked 28.00 0
## 122 Urban 62.55 Unknown 28.00 0
## 123 Rural 259.63 smokes 26.00 0
## 124 Rural 249.31 never smoked 28.00 0
## 125 Urban 219.91 Unknown 28.00 0
## 126 Urban 131.41 never smoked 26.00 0
## 127 Urban 93.13 formerly smoked 28.00 0
## 128 Urban 73.54 Unknown 25.00 0
## 129 Urban 200.59 formerly smoked 23.00 0
## 130 Urban 62.48 Unknown 24.00 0
## 131 Rural 190.14 never smoked 28.00 0
## 132 Urban 130.54 never smoked 25.00 0
## 133 Rural 182.99 never smoked 26.00 0
## 134 Rural 101.45 formerly smoked 24.00 0
## 135 Rural 206.09 never smoked 23.00 0
## 136 Urban 263.32 never smoked 23.85 0
## 137 Urban 140.10 formerly smoked 28.00 0
## 138 Urban 207.28 Unknown 27.00 0
## 139 Rural 194.37 formerly smoked 26.00 0
## 140 Rural 199.20 Unknown 25.00 0
## 141 Rural 103.68 never smoked 23.28 0
## 142 Rural 116.44 smokes 27.00 0
## 143 Urban 70.28 never smoked 23.00 0
## 145 Urban 221.79 never smoked 25.00 0
## 146 Urban 151.16 formerly smoked 23.00 0
## 147 Urban 68.43 formerly smoked 23.00 0
## 148 Urban 67.29 never smoked 23.00 0
## 149 Rural 67.41 never smoked 27.00 0
## 150 Rural 239.07 never smoked 23.00 0
## 151 Rural 169.67 Unknown 23.00 0
## 152 Urban 223.83 formerly smoked 28.00 0
## 153 Urban 76.57 never smoked 25.00 0
## 154 Urban 77.82 smokes 27.00 0
## 155 Rural 92.98 never smoked 23.00 0
## 156 Rural 231.56 never smoked 26.00 0
## 157 Rural 102.16 smokes 24.00 0
## 158 Urban 221.89 smokes 26.00 0
## 159 Urban 195.71 formerly smoked 24.00 0
## 160 Rural 74.02 never smoked 27.00 0
## 161 Urban 57.92 formerly smoked 24.00 0
## 162 Urban 81.76 smokes 25.00 0
## 164 Urban 203.87 never smoked 23.00 0
## 165 Urban 89.13 formerly smoked 26.00 0
## 166 Urban 133.19 formerly smoked 24.00 0
## 167 Rural 162.23 Unknown 24.00 0
## 168 Rural 75.02 never smoked 24.00 0
## 169 Urban 98.02 formerly smoked 26.00 0
## 170 Rural 91.54 never smoked 25.00 0
## 171 Rural 111.98 formerly smoked 25.00 0
## 172 Rural 60.94 never smoked 23.00 0
## 173 Urban 97.43 smokes 23.00 0
## 174 Rural 91.02 formerly smoked 25.00 0
## 175 Rural 60.67 formerly smoked 26.84 0
## 176 Rural 185.49 never smoked 26.00 0
## 177 Urban 64.44 never smoked 23.00 0
## 178 Rural 56.11 formerly smoked 23.00 0
## 179 Urban 110.66 Unknown 25.00 0
## 180 Urban 213.22 Unknown 23.00 0
## 181 Urban 78.18 never smoked 28.00 0
## 182 Urban 111.04 formerly smoked 25.00 0
## 183 Rural 76.13 smokes 27.00 0
## 184 Urban 81.32 Unknown 28.00 0
## 185 Urban 112.24 smokes 23.00 0
## 186 Rural 137.30 formerly smoked 26.00 0
## 187 Urban 116.69 formerly smoked 25.00 0
## 188 Urban 215.94 formerly smoked 25.00 0
## 189 Rural 86.62 formerly smoked 25.00 0
## 190 Urban 209.86 Unknown 25.00 0
## 191 Urban 205.77 formerly smoked 27.00 0
## 192 Urban 112.16 formerly smoked 27.00 0
## 193 Rural 118.03 smokes 23.00 0
## 194 Rural 271.74 smokes 25.00 0
## 195 Rural 97.92 smokes 26.00 0
## 196 Urban 200.62 formerly smoked 25.00 0
## 197 Rural 242.52 formerly smoked 26.00 0
## 198 Rural 93.81 Unknown 24.83 0
## 199 Rural 114.77 formerly smoked 23.00 0
## 200 Urban 74.96 never smoked 24.00 0
## 201 Urban 167.13 Unknown 25.00 0
## 202 Urban 175.29 formerly smoked 27.00 0
## 203 Rural 90.00 never smoked 28.00 0
## 204 Rural 109.47 never smoked 24.00 0
## 205 Rural 87.85 smokes 25.00 0
## 206 Urban 106.74 formerly smoked 24.00 0
## 207 Rural 80.13 never smoked 26.00 0
## 208 Urban 90.19 never smoked 23.00 0
## 209 Rural 134.80 Unknown 26.00 0
## 210 Rural 106.58 Unknown 26.00 0
## 211 Urban 83.24 never smoked 25.00 0
## 212 Rural 103.43 formerly smoked 27.00 0
## 213 Urban 208.65 never smoked 28.00 0
## 214 Urban 74.11 never smoked 23.00 0
## 215 Urban 95.84 never smoked 28.00 0
## 216 Urban 205.33 smokes 23.00 0
## 217 Urban 116.10 never smoked 25.00 0
## 218 Urban 210.40 smokes 26.00 0
## 219 Urban 199.86 smokes 28.00 0
## 220 Rural 219.73 never smoked 26.00 0
## 221 Urban 250.89 smokes 26.00 1
## 222 Rural 72.73 never smoked 26.00 0
## 223 Rural 205.35 formerly smoked 25.00 0
## 226 Urban 216.58 Unknown 24.00 0
## 227 Rural 184.40 never smoked 24.00 0
## 228 Rural 60.98 never smoked 24.00 0
## 230 Urban 66.03 never smoked 23.00 0
## 231 Rural 81.95 never smoked 27.68 0
## 232 Urban 97.73 smokes 28.00 0
## 233 Urban 70.94 never smoked 25.00 0
## 234 Urban 199.84 formerly smoked 26.00 0
## 235 Urban 218.46 Unknown 28.00 0
## 236 Rural 211.06 Unknown 24.00 0
## 237 Urban 86.30 Unknown 27.00 0
## 238 Rural 162.14 formerly smoked 26.00 0
## 239 Urban 88.20 never smoked 26.00 0
## 240 Urban 91.92 smokes 23.00 0
## 241 Rural 76.46 formerly smoked 27.00 0
## 242 Rural 197.28 formerly smoked 25.00 0
## 243 Rural 233.94 never smoked 24.00 0
## 244 Urban 247.51 formerly smoked 23.00 0
## 245 Rural 84.96 Unknown 26.00 0
## 247 Rural 78.80 formerly smoked 27.00 0
## 248 Rural 87.80 Unknown 25.00 0
## 249 Rural 78.81 Unknown 25.00 0
## 250 Rural 95.12 Unknown 26.00 0
## 251 Urban 87.96 never smoked 24.00 0
## 252 Urban 110.89 Unknown 23.00 0
## 253 Rural 69.04 formerly smoked 26.00 0
## 254 Rural 161.28 Unknown 24.00 0
## 255 Urban 210.95 Unknown 23.00 0
## 256 Urban 77.59 formerly smoked 23.00 0
## 257 Rural 243.53 never smoked 23.00 0
## 258 Rural 77.67 smokes 28.00 0
## 259 Urban 205.84 never smoked 24.00 0
## 260 Urban 77.08 Unknown 27.00 0
## 261 Urban 57.08 formerly smoked 25.00 0
## 262 Rural 162.96 never smoked 25.00 0
## 263 Rural 73.50 formerly smoked 25.00 0
## 264 Rural 95.04 never smoked 28.00 0
## 265 Rural 85.37 never smoked 27.00 0
## 266 Urban 84.62 smokes 24.00 0
## 267 Rural 82.67 never smoked 25.00 0
## 268 Urban 57.33 smokes 25.00 0
## 269 Urban 67.84 smokes 25.00 0
## 270 Rural 75.70 Unknown 27.00 0
## 271 Rural 129.54 smokes 23.00 0
## 272 Rural 60.22 smokes 24.00 0
## 273 Urban 198.21 formerly smoked 24.00 0
## 274 Urban 109.82 never smoked 27.61 0
## 275 Urban 60.84 never smoked 27.00 0
## 276 Rural 94.61 smokes 27.00 0
## 277 Rural 97.49 never smoked 26.00 0
## 278 Rural 206.72 never smoked 23.00 0
## 279 Rural 214.45 never smoked 29.63 0
## 280 Urban 82.90 Unknown 28.00 0
## 281 Urban 103.26 Unknown 28.00 0
## 282 Urban 55.78 smokes 29.64 0
## 283 Urban 73.74 Unknown 23.00 0
## 284 Urban 149.75 Unknown 23.00 0
## 285 Urban 82.34 Unknown 23.00 0
## 286 Rural 62.60 formerly smoked 24.00 0
## 287 Urban 94.09 never smoked 26.00 0
## 288 Urban 55.42 Unknown 23.00 0
## 289 Urban 82.18 Unknown 25.00 0
## 290 Urban 117.92 smokes 26.00 0
## 291 Urban 114.84 Unknown 27.00 0
## 292 Rural 79.17 Unknown 24.00 0
## 293 Rural 110.63 Unknown 25.00 0
## 294 Urban 190.70 formerly smoked 27.00 0
## 295 Rural 79.81 Unknown 25.00 0
## 296 Urban 113.63 smokes 27.00 0
## 297 Rural 141.24 never smoked 21.51 0
## 298 Rural 56.96 smokes 23.00 0
## 299 Rural 203.04 never smoked 23.00 0
## 300 Rural 94.30 Unknown 23.00 0
## 301 Urban 81.51 Unknown 25.00 0
## 302 Urban 137.74 formerly smoked 24.00 0
## 303 Rural 81.84 never smoked 24.00 0
## 304 Rural 242.30 smokes 27.00 0
## 305 Rural 102.64 smokes 28.00 0
## 306 Urban 146.01 smokes 25.00 0
## 307 Urban 75.42 Unknown 28.00 0
## 308 Urban 220.49 Unknown 25.00 0
## 309 Urban 61.45 smokes 24.00 0
## 310 Rural 88.19 formerly smoked 28.00 0
## 311 Rural 115.22 Unknown 26.00 0
## 312 Urban 97.93 Unknown 27.00 0
## 313 Rural 85.60 Unknown 25.00 0
## 314 Rural 79.83 smokes 25.00 0
## 315 Urban 218.46 never smoked 23.00 0
## 316 Rural 62.20 formerly smoked 26.00 0
## 317 Urban 69.15 formerly smoked 23.00 0
## 318 Rural 127.71 never smoked 28.00 0
## 319 Rural 216.70 formerly smoked 26.00 0
## 320 Urban 71.89 never smoked 28.00 0
## 321 Rural 103.56 Unknown 26.00 0
## 322 Rural 79.03 Unknown 26.00 0
## 323 Urban 69.94 Unknown 23.00 0
## 324 Rural 90.12 Unknown 28.00 0
## 325 Urban 95.10 formerly smoked 25.00 0
## 326 Rural 234.58 formerly smoked 24.00 0
## 327 Rural 235.85 never smoked 25.00 0
## 328 Rural 78.05 Unknown 27.00 0
## 329 Rural 89.44 smokes 28.00 0
## 330 Rural 111.38 smokes 26.00 0
## 331 Urban 243.50 never smoked 26.00 0
## 332 Urban 182.20 formerly smoked 24.00 0
## 333 Urban 229.92 smokes 26.00 0
## 334 Urban 82.24 formerly smoked 25.00 0
## 335 Rural 89.84 Unknown 27.00 0
## 336 Rural 90.69 Unknown 23.00 0
## 337 Urban 84.38 Unknown 23.00 0
## 338 Urban 215.60 never smoked 24.00 0
## 339 Rural 91.61 never smoked 25.00 0
## 340 Rural 138.16 never smoked 28.00 0
## 341 Urban 75.23 never smoked 25.00 0
## 342 Rural 75.18 formerly smoked 26.00 0
## 343 Urban 106.23 formerly smoked 27.00 0
## 344 Urban 239.64 formerly smoked 24.00 0
## 345 Urban 58.95 never smoked 24.00 0
## 346 Urban 99.92 never smoked 25.00 0
## 347 Rural 116.23 never smoked 27.00 0
## 348 Urban 118.82 formerly smoked 25.00 0
## 349 Rural 66.30 never smoked 28.00 0
## 350 Urban 101.41 smokes 23.00 0
## 351 Urban 200.28 formerly smoked 27.00 0
## 352 Urban 136.80 never smoked 25.00 0
## 353 Rural 96.57 never smoked 27.00 0
## 354 Rural 66.42 never smoked 25.00 0
## 355 Urban 98.09 smokes 25.00 0
## 356 Rural 205.23 never smoked 21.31 0
## 357 Urban 86.78 smokes 26.00 0
## 358 Rural 126.82 never smoked 27.00 0
## 359 Urban 78.40 never smoked 26.00 0
## 360 Urban 63.69 smokes 24.00 0
## 361 Urban 209.58 never smoked 25.00 0
## 362 Rural 89.86 never smoked 25.00 0
## 363 Rural 110.99 formerly smoked 24.00 0
## 364 Urban 83.82 Unknown 28.00 0
## 365 Urban 137.96 Unknown 24.00 0
## 366 Rural 210.78 formerly smoked 23.00 0
## 367 Rural 118.89 never smoked 27.00 0
## 368 Rural 72.55 never smoked 23.00 0
## 369 Rural 107.41 never smoked 24.00 0
## 370 Rural 93.25 Unknown 27.00 0
## 371 Rural 74.91 never smoked 24.00 0
## 372 Urban 80.05 never smoked 27.00 0
## 373 Urban 99.80 never smoked 24.00 0
## 374 Rural 91.97 formerly smoked 28.00 0
## 375 Rural 64.40 smokes 27.00 0
## 376 Rural 73.02 never smoked 26.00 0
## 377 Rural 88.11 Unknown 23.00 0
## 378 Urban 138.29 Unknown 26.00 0
## 379 Rural 72.36 Unknown 28.00 0
## 380 Rural 68.76 formerly smoked 26.00 0
## 381 Rural 106.22 Unknown 25.00 0
## 382 Urban 101.52 never smoked 27.00 0
## 383 Rural 109.51 never smoked 23.00 0
## 384 Rural 85.84 Unknown 23.00 0
## 385 Rural 110.15 Unknown 25.00 0
## 386 Urban 91.72 never smoked 23.48 0
## 387 Urban 251.60 never smoked 24.00 0
## 388 Urban 123.10 never smoked 23.00 0
## 389 Rural 97.40 formerly smoked 23.00 0
## 390 Rural 68.34 formerly smoked 28.00 0
## 391 Urban 80.81 never smoked 28.00 0
## 392 Rural 120.31 smokes 26.00 0
## 393 Rural 83.51 never smoked 27.00 0
## 394 Urban 74.09 never smoked 24.00 0
## 395 Urban 91.60 never smoked 24.00 0
## 396 Urban 87.52 never smoked 27.00 0
## 397 Rural 213.37 never smoked 28.00 0
## 398 Rural 75.39 never smoked 26.00 0
## 399 Rural 122.41 smokes 24.00 0
## 400 Rural 223.36 formerly smoked 27.00 0
## 401 Rural 84.59 Unknown 26.00 0
## 402 Urban 70.16 never smoked 26.00 0
## 403 Rural 107.52 Unknown 25.00 0
## 404 Urban 80.88 smokes 23.00 0
## 405 Rural 93.48 Unknown 24.00 0
## 406 Urban 70.21 never smoked 27.00 0
## 407 Rural 86.67 Unknown 24.00 0
## 408 Rural 101.37 never smoked 23.36 0
## 409 Rural 105.22 never smoked 25.00 0
## 410 Rural 70.31 Unknown 25.00 0
## 411 Rural 64.06 Unknown 28.00 0
## 412 Rural 178.29 never smoked 25.00 0
## 413 Rural 81.60 smokes 24.00 0
## 414 Urban 147.48 Unknown 23.00 0
## 415 Urban 86.86 never smoked 25.00 0
## 416 Rural 71.16 smokes 23.00 0
## 417 Urban 73.20 Unknown 23.00 0
## 418 Urban 203.81 never smoked 28.00 0
## 419 Rural 82.00 never smoked 23.00 0
## 420 Urban 97.55 never smoked 25.00 0
## 421 Urban 94.29 Unknown 25.00 0
## 422 Rural 75.22 Unknown 28.00 0
## 423 Urban 90.07 Unknown 27.00 0
## 424 Urban 73.73 formerly smoked 28.00 0
## 425 Urban 79.58 never smoked 24.00 0
## 426 Urban 77.88 Unknown 26.00 0
## 427 Rural 205.26 never smoked 27.00 0
## 428 Rural 58.63 smokes 22.19 0
## 429 Rural 139.90 smokes 28.00 0
## 430 Urban 211.03 formerly smoked 26.00 0
## 431 Urban 72.79 never smoked 24.00 0
## 432 Rural 91.65 formerly smoked 25.00 0
## 433 Rural 79.92 smokes 24.00 0
## 434 Rural 225.47 never smoked 30.38 0
## 435 Urban 94.48 never smoked 24.00 0
## 436 Urban 82.34 never smoked 28.00 0
## 437 Urban 180.63 formerly smoked 25.00 0
## 438 Rural 92.48 Unknown 24.00 0
## 439 Rural 116.66 formerly smoked 25.00 0
## 440 Urban 112.09 never smoked 23.00 0
## 441 Urban 130.34 never smoked 27.00 0
## 442 Urban 82.59 never smoked 25.00 0
## 443 Rural 123.87 Unknown 25.00 0
## 444 Rural 98.70 Unknown 23.00 0
## 445 Rural 227.10 Unknown 28.00 0
## 446 Rural 55.39 Unknown 18.14 0
## 447 Urban 66.07 Unknown 24.00 0
## 448 Rural 104.21 never smoked 24.00 0
## 449 Urban 145.15 Unknown 26.00 0
## 450 Urban 68.19 never smoked 24.00 0
## 451 Rural 97.53 smokes 24.00 0
## 452 Urban 122.31 never smoked 27.00 0
## 453 Urban 83.51 never smoked 23.00 0
## 454 Urban 86.46 Unknown 24.00 0
## 455 Rural 112.06 never smoked 27.00 0
## 456 Urban 92.14 never smoked 26.00 0
## 457 Rural 201.76 formerly smoked 24.00 0
## 458 Urban 74.44 smokes 27.00 0
## 459 Rural 95.93 Unknown 25.00 0
## 460 Rural 87.51 Unknown 27.00 0
## 461 Rural 72.35 Unknown 23.00 0
## 462 Rural 113.47 Unknown 27.00 0
## 463 Rural 103.78 formerly smoked 28.00 0
## 464 Rural 115.43 never smoked 26.00 0
## 465 Rural 95.59 never smoked 26.00 0
## 466 Rural 101.52 smokes 26.00 0
## 467 Rural 170.05 smokes 27.00 0
## 468 Rural 217.30 never smoked 24.00 0
## 469 Urban 196.01 never smoked 24.00 0
## 470 Urban 92.21 Unknown 25.00 0
## 471 Rural 100.09 never smoked 25.00 0
## 472 Rural 93.88 never smoked 27.00 0
## 473 Rural 75.05 smokes 23.00 0
## 474 Rural 70.08 never smoked 28.00 0
## 475 Urban 74.20 smokes 24.00 0
## 476 Rural 69.01 never smoked 28.00 0
## 477 Rural 96.17 Unknown 25.00 0
## 478 Urban 184.15 Unknown 26.00 0
## 479 Urban 87.24 formerly smoked 28.00 0
## 480 Rural 198.69 smokes 28.00 0
## 481 Urban 82.58 Unknown 25.00 0
## 482 Rural 96.88 Unknown 24.00 0
## 483 Urban 73.32 Unknown 27.00 0
## 484 Rural 94.59 Unknown 26.00 0
## 485 Rural 132.08 smokes 26.00 0
## 486 Urban 98.99 never smoked 26.00 0
## 487 Rural 104.48 never smoked 28.00 0
## 488 Rural 98.01 Unknown 25.00 0
## 489 Rural 79.14 formerly smoked 25.00 0
## 490 Urban 89.32 Unknown 28.00 0
## 491 Rural 65.24 Unknown 28.00 0
## 492 Rural 80.98 formerly smoked 28.00 0
## 493 Urban 186.17 Unknown 23.00 0
## 494 Rural 69.24 never smoked 21.83 0
## 495 Rural 111.19 formerly smoked 27.00 0
## 496 Urban 93.28 never smoked 27.00 0
## 497 Rural 122.19 Unknown 25.00 0
## 498 Rural 129.53 never smoked 28.00 0
## 499 Rural 114.53 Unknown 25.00 0
## 500 Urban 93.73 smokes 31.75 0
## 501 Urban 77.49 formerly smoked 28.00 0
## 502 Urban 65.38 formerly smoked 28.00 0
## 503 Urban 94.18 never smoked 26.00 0
## 504 Urban 118.70 Unknown 25.00 0
## 505 Urban 96.29 smokes 23.00 0
## 506 Rural 74.64 smokes 24.00 0
## 507 Urban 96.99 formerly smoked 27.00 0
## 508 Rural 100.61 Unknown 26.00 0
## 509 Rural 97.08 Unknown 27.00 0
## 510 Rural 84.79 never smoked 24.00 0
## 511 Rural 78.75 formerly smoked 24.00 0
## 512 Rural 82.93 smokes 27.00 0
## 513 Urban 88.78 smokes 25.00 0
## 514 Urban 122.10 smokes 26.00 0
## 515 Rural 74.81 smokes 24.00 0
## 516 Urban 183.45 smokes 26.00 0
## 517 Urban 114.94 never smoked 27.00 0
## 518 Rural 104.38 formerly smoked 23.00 0
## 519 Urban 102.91 Unknown 26.00 0
## 520 Rural 108.79 Unknown 26.00 0
## 521 Urban 73.31 never smoked 28.00 0
## 522 Urban 68.52 never smoked 23.00 0
## 523 Rural 89.77 smokes 24.00 0
## 524 Urban 102.64 never smoked 26.00 0
## 525 Urban 70.92 never smoked 25.00 0
## 526 Rural 86.11 Unknown 26.00 0
## 527 Urban 129.16 never smoked 24.00 0
## 528 Urban 113.85 never smoked 24.00 0
## 529 Rural 79.35 formerly smoked 25.00 0
## 530 Rural 80.79 Unknown 28.00 0
## 531 Urban 114.01 formerly smoked 28.00 0
## 532 Rural 93.74 never smoked 25.00 0
## 533 Rural 90.65 Unknown 28.00 0
## 534 Urban 98.41 never smoked 27.00 0
## 535 Urban 127.18 Unknown 24.00 0
## 536 Urban 138.06 Unknown 23.00 0
## 537 Urban 89.44 never smoked 24.00 0
## 538 Urban 105.61 Unknown 25.00 0
## 539 Rural 155.43 never smoked 26.00 0
## 540 Rural 80.83 Unknown 23.00 0
## 541 Urban 80.19 never smoked 26.00 0
## 542 Urban 60.34 formerly smoked 22.91 0
## 543 Urban 79.30 formerly smoked 28.00 0
## 544 Urban 98.44 Unknown 23.00 0
## 545 Rural 210.48 never smoked 25.00 0
## 546 Rural 70.34 Unknown 27.00 0
## 547 Urban 122.22 Unknown 25.00 0
## 548 Rural 75.29 smokes 23.00 0
## 549 Rural 100.35 never smoked 28.00 0
## 550 Urban 193.83 never smoked 23.00 0
## 551 Urban 126.96 Unknown 24.00 0
## 552 Urban 183.34 formerly smoked 19.05 0
## 553 Urban 247.69 Unknown 26.00 0
## 554 Rural 76.20 never smoked 24.00 0
## 555 Rural 71.43 Unknown 26.00 0
## 556 Rural 93.36 never smoked 20.68 0
## 557 Urban 61.29 never smoked 24.00 0
## 558 Urban 103.62 Unknown 24.00 0
## 559 Rural 100.52 Unknown 23.00 0
## 560 Rural 191.47 never smoked 20.27 0
## 561 Urban 67.06 Unknown 25.00 0
## 562 Urban 144.10 never smoked 25.00 0
## 563 Urban 58.26 Unknown 24.00 0
## 564 Urban 239.82 never smoked 27.00 0
## 565 Rural 73.71 Unknown 23.00 0
## 566 Rural 88.53 never smoked 28.00 0
## 567 Urban 114.79 Unknown 27.00 0
## 568 Rural 113.80 formerly smoked 23.00 0
## 569 Urban 71.91 Unknown 25.00 0
## 570 Urban 65.30 never smoked 25.00 0
## 571 Urban 189.57 never smoked 24.00 0
## 572 Urban 114.25 formerly smoked 28.00 0
## 573 Urban 81.26 formerly smoked 27.00 0
## 574 Urban 87.88 smokes 28.47 0
## 575 Urban 112.17 Unknown 25.00 0
## 576 Rural 99.97 never smoked 25.00 0
## 577 Urban 207.58 smokes 28.00 0
## 578 Urban 109.16 smokes 25.00 0
## 579 Urban 74.46 formerly smoked 27.00 0
## 580 Rural 118.51 never smoked 28.00 0
## 581 Urban 107.47 formerly smoked 27.00 0
## 582 Rural 182.86 Unknown 23.00 0
## 583 Rural 59.17 Unknown 28.00 0
## 584 Rural 215.64 formerly smoked 25.00 0
## 585 Rural 163.70 Unknown 27.00 0
## 586 Rural 196.36 formerly smoked 25.00 0
## 587 Rural 139.77 Unknown 28.00 0
## 588 Urban 141.23 never smoked 25.00 0
## 589 Urban 89.99 formerly smoked 24.00 0
## 590 Urban 108.53 smokes 28.00 0
## 591 Urban 63.61 Unknown 27.00 0
## 592 Urban 85.54 smokes 28.00 0
## 593 Urban 100.83 never smoked 24.00 0
## 594 Urban 59.82 never smoked 27.00 0
## 595 Urban 105.95 smokes 25.00 0
## 596 Rural 188.11 smokes 26.00 0
## 597 Urban 71.15 formerly smoked 27.00 0
## 598 Rural 60.53 Unknown 27.00 0
## 599 Rural 205.50 never smoked 25.00 0
## 600 Urban 204.86 never smoked 24.00 0
## 601 Rural 115.03 never smoked 24.00 0
## 602 Rural 79.87 never smoked 28.00 0
## 603 Rural 97.89 never smoked 27.00 0
## 604 Urban 125.26 never smoked 27.00 0
## 605 Rural 114.32 smokes 27.00 0
## 606 Urban 92.23 Unknown 28.00 0
## 607 Urban 83.51 never smoked 21.66 0
## 608 Urban 102.34 Unknown 28.00 0
## 609 Rural 144.48 smokes 24.00 0
## 610 Rural 88.39 Unknown 24.00 0
## 611 Rural 228.08 Unknown 27.00 0
## 612 Urban 93.79 never smoked 27.00 0
## 613 Rural 147.14 Unknown 24.00 0
## 614 Rural 106.43 smokes 26.00 0
## 615 Rural 88.04 never smoked 28.00 0
## 616 Urban 92.20 Unknown 28.00 0
## 617 Urban 219.53 never smoked 27.00 0
## 618 Rural 75.56 smokes 28.00 0
## 619 Urban 158.31 formerly smoked 27.00 0
## 620 Urban 111.43 smokes 25.00 0
## 621 Rural 219.97 never smoked 24.00 0
## 622 Rural 148.91 never smoked 27.00 0
## 623 Urban 69.40 never smoked 25.00 0
## 624 Rural 68.34 Unknown 24.00 0
## 625 Urban 58.37 smokes 26.00 0
## 626 Urban 71.20 never smoked 27.00 0
## 627 Rural 101.50 smokes 26.00 0
## 628 Urban 92.04 never smoked 25.00 0
## 629 Rural 73.00 never smoked 24.06 0
## 630 Urban 111.15 smokes 27.00 0
## 631 Rural 58.65 never smoked 26.00 0
## 632 Urban 100.54 never smoked 25.00 0
## 633 Rural 111.73 never smoked 24.00 0
## 634 Urban 97.78 Unknown 25.00 0
## 635 Rural 85.79 Unknown 28.00 0
## 636 Rural 98.54 never smoked 28.00 0
## 637 Urban 94.62 formerly smoked 25.00 0
## 638 Rural 112.43 never smoked 26.00 0
## 639 Urban 99.67 formerly smoked 25.00 0
## 640 Urban 67.39 Unknown 23.00 0
## 641 Urban 95.12 never smoked 28.38 0
## 642 Rural 85.06 never smoked 23.00 0
## 643 Rural 214.05 formerly smoked 23.00 0
## 644 Urban 79.09 never smoked 24.00 0
## 645 Urban 98.09 never smoked 26.00 0
## 646 Urban 76.36 Unknown 28.00 0
## 647 Urban 98.42 formerly smoked 28.00 0
## 648 Urban 82.01 formerly smoked 24.00 0
## 649 Rural 56.11 smokes 26.00 0
## 650 Rural 111.85 never smoked 20.53 0
## 651 Urban 92.39 never smoked 25.00 0
## 652 Urban 112.54 formerly smoked 24.00 0
## 653 Urban 63.71 formerly smoked 23.00 0
## 654 Urban 70.35 formerly smoked 27.00 0
## 655 Urban 94.65 formerly smoked 28.00 0
## 656 Rural 64.64 never smoked 30.36 0
## 657 Rural 57.27 Unknown 26.00 0
## 658 Urban 107.25 Unknown 23.00 0
## 659 Rural 77.12 never smoked 27.00 0
## 660 Urban 55.32 smokes 24.00 0
## 661 Rural 69.37 Unknown 27.00 0
## 662 Urban 57.57 never smoked 26.00 0
## 663 Urban 87.43 Unknown 24.00 0
## 664 Rural 98.73 never smoked 23.00 0
## 665 Rural 81.18 never smoked 23.00 0
## 666 Rural 56.23 never smoked 28.13 0
## 667 Rural 69.61 never smoked 23.00 0
## 668 Rural 59.49 Unknown 24.00 0
## 669 Rural 118.14 formerly smoked 27.00 0
## 670 Rural 100.26 Unknown 24.00 0
## 671 Rural 56.75 never smoked 23.00 0
## 672 Urban 88.27 never smoked 23.00 0
## 673 Urban 67.81 never smoked 27.00 0
## 674 Rural 77.46 never smoked 23.00 0
## 675 Urban 76.26 never smoked 25.00 0
## 676 Rural 86.39 never smoked 26.00 0
## 677 Urban 116.38 formerly smoked 28.00 0
## 678 Rural 75.74 smokes 27.00 0
## 679 Rural 92.14 Unknown 24.00 0
## 680 Rural 149.95 never smoked 27.00 0
## 681 Urban 92.11 never smoked 25.00 0
## 682 Rural 74.98 never smoked 22.11 0
## 683 Urban 55.25 never smoked 27.00 0
## 684 Rural 79.89 Unknown 28.00 0
## 685 Urban 130.61 Unknown 27.00 0
## 686 Urban 94.26 Unknown 26.00 0
## 687 Urban 94.34 formerly smoked 27.00 0
## 688 Urban 109.03 formerly smoked 25.00 0
## 689 Rural 81.03 never smoked 30.48 0
## 690 Rural 99.82 never smoked 25.41 0
## 691 Urban 140.08 never smoked 23.00 0
## 692 Urban 59.54 Unknown 24.00 0
## 693 Urban 80.33 never smoked 23.00 0
## 694 Urban 131.51 never smoked 25.00 0
## 695 Rural 89.21 formerly smoked 24.00 0
## 696 Rural 91.45 never smoked 28.00 0
## 697 Rural 90.58 Unknown 25.00 0
## 698 Urban 91.45 Unknown 27.00 0
## 699 Rural 89.63 smokes 26.00 0
## 700 Urban 124.06 never smoked 24.33 0
## 701 Rural 99.47 never smoked 23.00 0
## 702 Urban 88.97 never smoked 27.00 0
## 703 Rural 80.93 never smoked 26.00 0
## 704 Urban 102.07 smokes 28.00 0
## 705 Rural 91.69 Unknown 27.00 0
## 706 Urban 63.71 smokes 23.00 0
## 707 Rural 200.49 smokes 26.00 0
## 708 Rural 75.30 formerly smoked 24.00 0
## 709 Urban 240.71 formerly smoked 23.00 0
## 710 Urban 60.50 formerly smoked 24.00 0
## 711 Rural 131.85 Unknown 25.00 0
## 712 Rural 134.39 formerly smoked 27.00 0
## 713 Urban 56.18 never smoked 27.00 0
## 714 Rural 113.64 formerly smoked 23.00 0
## 715 Rural 156.57 Unknown 23.00 0
## 716 Rural 80.40 never smoked 28.00 0
## 717 Urban 59.26 smokes 26.00 0
## 718 Rural 63.26 Unknown 26.00 0
## 719 Urban 86.24 never smoked 26.00 0
## 720 Urban 197.10 formerly smoked 27.00 0
## 721 Urban 90.90 formerly smoked 28.00 0
## 722 Rural 84.59 Unknown 26.00 0
## 723 Rural 121.80 Unknown 23.00 0
## 724 Rural 77.65 smokes 25.00 0
## 725 Urban 64.41 smokes 28.00 0
## 726 Urban 75.19 smokes 27.00 0
## 727 Rural 67.97 smokes 25.00 0
## 728 Urban 119.34 never smoked 24.00 0
## 729 Rural 94.92 never smoked 22.01 0
## 730 Rural 107.42 never smoked 25.00 0
## 731 Rural 85.02 Unknown 28.00 0
## 732 Urban 103.51 never smoked 26.00 0
## 733 Urban 114.50 formerly smoked 27.00 0
## 734 Urban 70.78 Unknown 28.00 0
## 735 Rural 95.01 smokes 27.00 0
## 736 Urban 84.11 never smoked 24.00 0
## 737 Urban 74.02 never smoked 23.00 0
## 738 Urban 78.49 smokes 23.00 0
## 739 Urban 74.22 Unknown 28.00 0
## 740 Urban 55.34 smokes 24.00 0
## 741 Rural 75.04 never smoked 24.00 0
## 742 Rural 109.73 never smoked 28.00 0
## 743 Urban 95.81 Unknown 28.00 0
## 744 Rural 96.78 smokes 24.00 0
## 745 Urban 194.62 never smoked 26.00 0
## 746 Rural 70.02 never smoked 23.00 0
## 747 Urban 222.21 smokes 26.00 0
## 748 Rural 62.41 never smoked 26.00 0
## 749 Urban 55.83 never smoked 28.00 0
## 750 Rural 65.12 never smoked 26.00 0
## 751 Rural 73.62 Unknown 24.00 0
## 752 Urban 85.83 formerly smoked 24.21 0
## 753 Urban 103.86 Unknown 26.00 0
## 754 Urban 60.98 Unknown 25.00 0
## 755 Rural 82.69 Unknown 27.00 0
## 756 Rural 250.20 Unknown 28.00 0
## 757 Rural 128.97 Unknown 28.00 0
## 758 Rural 84.31 never smoked 28.00 0
## 759 Rural 74.80 never smoked 27.00 0
## 760 Urban 97.06 formerly smoked 26.00 0
## 761 Urban 77.54 Unknown 28.00 0
## 762 Rural 92.78 never smoked 25.00 0
## 763 Rural 173.43 smokes 24.00 0
## 764 Urban 79.08 never smoked 19.05 0
## 765 Urban 106.18 smokes 28.00 0
## 766 Rural 114.21 never smoked 24.00 0
## 767 Rural 91.08 never smoked 24.00 0
## 768 Urban 105.77 Unknown 27.00 0
## 769 Rural 74.88 smokes 23.00 0
## 770 Rural 123.15 smokes 24.00 0
## 771 Rural 184.25 never smoked 25.00 0
## 772 Rural 117.69 never smoked 24.00 0
## 773 Rural 55.26 Unknown 23.94 0
## 774 Urban 106.51 never smoked 23.00 0
## 775 Rural 55.27 formerly smoked 27.00 0
## 776 Urban 98.42 Unknown 23.00 0
## 777 Rural 99.20 never smoked 25.00 0
## 778 Urban 98.92 formerly smoked 24.00 0
## 779 Rural 92.70 never smoked 27.00 0
## 780 Rural 106.70 never smoked 26.00 0
## 781 Urban 152.81 Unknown 23.00 0
## 782 Urban 82.59 formerly smoked 25.00 0
## 783 Urban 91.00 never smoked 28.00 0
## 784 Urban 93.88 Unknown 31.60 0
## 785 Urban 76.99 never smoked 23.00 0
## 786 Rural 254.60 Unknown 24.19 0
## 787 Rural 93.99 formerly smoked 28.00 0
## 788 Urban 109.68 never smoked 24.00 0
## 789 Rural 92.04 never smoked 25.00 0
## 790 Rural 111.41 never smoked 26.00 0
## 791 Rural 97.92 never smoked 26.00 0
## 792 Urban 65.61 Unknown 23.00 0
## 793 Urban 62.37 never smoked 23.00 0
## 794 Urban 101.28 never smoked 26.00 0
## 795 Rural 88.31 smokes 28.00 0
## 796 Rural 103.55 formerly smoked 24.00 0
## 797 Urban 60.26 never smoked 26.00 0
## 798 Urban 79.39 never smoked 28.00 0
## 799 Urban 122.01 smokes 26.00 0
## 800 Rural 78.09 Unknown 26.00 0
## 801 Urban 89.70 smokes 27.00 0
## 802 Rural 95.10 never smoked 23.00 0
## 803 Rural 112.64 formerly smoked 26.00 0
## 804 Rural 79.80 formerly smoked 25.00 0
## 805 Urban 82.20 Unknown 23.00 0
## 806 Urban 108.89 Unknown 27.00 0
## 807 Rural 114.32 never smoked 28.00 0
## 808 Rural 116.14 never smoked 28.00 0
## 809 Urban 122.74 Unknown 23.00 0
## 810 Urban 94.04 never smoked 26.00 0
## 811 Rural 86.60 never smoked 25.00 0
## 812 Rural 82.32 Unknown 24.00 0
## 813 Rural 83.83 never smoked 27.00 0
## 814 Urban 106.98 never smoked 23.00 0
## 815 Urban 93.88 Unknown 23.00 0
## 816 Urban 70.53 smokes 23.88 0
## 817 Rural 212.01 never smoked 23.00 0
## 818 Rural 65.88 Unknown 24.00 0
## 819 Rural 106.97 formerly smoked 23.00 0
## 820 Urban 126.35 never smoked 28.00 0
## 821 Urban 129.16 Unknown 25.00 0
## 822 Rural 88.66 formerly smoked 27.00 0
## 823 Rural 112.95 formerly smoked 23.00 0
## 824 Urban 81.59 never smoked 25.00 0
## 825 Rural 76.82 never smoked 24.00 0
## 826 Rural 73.75 smokes 28.00 0
## 827 Urban 91.56 never smoked 26.00 0
## 828 Rural 104.55 never smoked 25.00 0
## 829 Urban 84.84 Unknown 25.00 0
## 830 Rural 86.06 never smoked 26.00 0
## 831 Rural 109.10 Unknown 28.00 0
## 832 Rural 68.35 never smoked 25.00 0
## 833 Urban 121.04 Unknown 28.00 0
## 834 Rural 160.83 Unknown 26.00 0
## 835 Rural 85.62 smokes 23.00 0
## 836 Urban 74.23 formerly smoked 24.00 0
## 837 Urban 110.76 formerly smoked 28.00 0
## 838 Urban 79.44 never smoked 23.00 0
## 839 Rural 119.52 never smoked 27.00 0
## 840 Rural 90.42 never smoked 27.00 0
## 841 Urban 109.32 Unknown 26.00 0
## 842 Rural 78.16 never smoked 28.00 0
## 843 Rural 79.13 formerly smoked 25.00 0
## 844 Urban 84.06 never smoked 28.00 0
## 845 Rural 89.30 Unknown 24.00 0
## 846 Urban 69.21 never smoked 28.00 0
## 847 Rural 186.45 never smoked 23.00 0
## 848 Urban 58.47 never smoked 26.00 0
## 849 Rural 189.49 Unknown 25.00 0
## 850 Urban 99.60 formerly smoked 26.00 0
## 851 Rural 126.18 Unknown 27.00 0
## 852 Urban 186.32 smokes 26.00 0
## 853 Rural 62.49 never smoked 23.00 0
## 854 Rural 74.51 never smoked 25.00 0
## 855 Urban 94.63 never smoked 26.00 0
## 856 Rural 91.98 smokes 28.00 0
## 857 Rural 56.77 Unknown 25.00 0
## 858 Urban 75.87 never smoked 24.00 0
## 859 Rural 77.19 smokes 28.00 0
## 860 Urban 135.75 smokes 28.00 0
## 861 Rural 100.15 smokes 28.00 0
## 862 Urban 95.08 never smoked 28.00 0
## 863 Urban 125.38 smokes 25.00 0
## 864 Urban 111.71 formerly smoked 24.00 0
## 865 Rural 94.64 never smoked 23.00 0
## 866 Urban 226.70 smokes 24.00 0
## 867 Urban 112.96 never smoked 27.00 0
## 868 Rural 183.10 never smoked 23.00 0
## 869 Urban 105.36 Unknown 27.00 0
## 870 Urban 84.13 never smoked 24.00 0
## 871 Rural 102.47 formerly smoked 26.43 0
## 872 Rural 77.04 never smoked 28.00 0
## 873 Rural 83.23 never smoked 23.00 0
## 874 Rural 87.01 never smoked 25.00 0
## 875 Rural 56.99 never smoked 23.00 0
## 876 Rural 73.01 formerly smoked 28.00 0
## 877 Urban 106.35 never smoked 25.00 0
## 878 Rural 80.63 Unknown 28.00 0
## 879 Urban 103.61 never smoked 26.00 0
## 880 Urban 91.35 formerly smoked 22.86 0
## 881 Urban 194.04 never smoked 24.00 0
## 882 Rural 111.99 formerly smoked 24.00 0
## 883 Rural 57.51 smokes 26.00 0
## 884 Rural 68.49 never smoked 25.00 0
## 885 Urban 60.20 formerly smoked 27.00 0
## 886 Urban 160.00 formerly smoked 25.00 0
## 887 Urban 86.96 never smoked 25.00 0
## 888 Rural 237.15 never smoked 26.00 0
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## 890 Urban 56.31 formerly smoked 24.00 0
## 891 Urban 84.31 smokes 27.00 0
## 892 Rural 90.92 never smoked 25.00 0
## 893 Rural 104.33 never smoked 23.25 0
## 894 Urban 62.61 Unknown 26.00 0
## 895 Urban 231.19 formerly smoked 26.00 0
## 896 Rural 94.30 Unknown 25.00 0
## 897 Rural 104.48 smokes 25.00 0
## 898 Urban 72.62 never smoked 24.00 0
## 899 Urban 81.64 Unknown 28.00 0
## 900 Rural 90.78 never smoked 27.00 0
## 901 Urban 70.71 never smoked 28.00 0
## 902 Urban 72.36 smokes 25.00 0
## 903 Urban 59.76 Unknown 27.00 0
## 904 Urban 83.76 smokes 23.00 0
## 905 Rural 63.64 formerly smoked 25.00 0
## 906 Rural 76.26 never smoked 24.00 0
## 907 Rural 82.06 formerly smoked 28.00 0
## 908 Urban 110.91 never smoked 23.84 0
## 909 Rural 77.16 smokes 24.00 0
## 910 Rural 69.58 Unknown 27.00 0
## 911 Urban 96.26 Unknown 25.00 0
## 912 Rural 87.27 smokes 28.00 0
## 913 Urban 65.36 formerly smoked 26.00 0
## 914 Rural 109.51 Unknown 27.35 0
## 915 Urban 89.03 smokes 28.00 0
## 916 Urban 91.34 formerly smoked 23.00 0
## 917 Rural 57.82 formerly smoked 27.00 0
## 918 Urban 81.15 formerly smoked 23.00 0
## 919 Rural 115.29 Unknown 25.00 0
## 920 Urban 111.02 Unknown 24.00 0
## 921 Urban 111.61 smokes 25.00 0
## 922 Rural 109.02 Unknown 26.00 0
## 923 Urban 106.51 Unknown 25.00 0
## 924 Rural 207.32 smokes 23.00 0
## 925 Urban 87.11 never smoked 22.05 0
## 926 Urban 61.68 Unknown 28.00 0
## 927 Rural 119.04 Unknown 25.00 0
## 928 Urban 86.05 Unknown 26.00 0
## 929 Urban 70.03 smokes 27.00 0
## 930 Urban 207.64 formerly smoked 28.00 0
## 931 Rural 236.84 never smoked 23.00 0
## 932 Urban 78.11 never smoked 25.00 0
## 933 Rural 100.97 never smoked 24.00 0
## 934 Urban 99.21 never smoked 28.00 0
## 935 Urban 113.21 never smoked 26.00 0
## 936 Urban 92.95 never smoked 23.00 0
## 937 Urban 110.16 never smoked 24.00 0
## 938 Rural 142.57 Unknown 22.34 0
## 939 Rural 92.87 never smoked 23.00 0
## 940 Rural 111.48 Unknown 28.00 0
## 941 Urban 123.00 never smoked 27.00 0
## 942 Urban 100.54 never smoked 28.87 0
## 943 Urban 106.68 never smoked 24.00 0
## 944 Urban 86.40 never smoked 26.00 0
## 945 Urban 61.81 Unknown 28.00 0
## 946 Rural 128.28 never smoked 27.00 0
## 947 Rural 204.63 never smoked 25.00 0
## 948 Urban 89.98 smokes 25.00 0
## 949 Urban 232.89 smokes 27.00 0
## 950 Rural 98.58 never smoked 23.00 0
## 951 Urban 57.94 Unknown 24.00 0
## 952 Rural 123.21 Unknown 27.00 0
## 953 Urban 76.34 smokes 23.00 0
## 954 Rural 92.98 Unknown 28.00 0
## 955 Rural 92.81 never smoked 25.00 0
## 956 Urban 85.16 smokes 24.00 0
## 957 Urban 90.10 never smoked 26.00 0
## 958 Urban 65.15 Unknown 28.00 0
## 959 Urban 104.62 smokes 27.56 0
## 960 Urban 113.25 never smoked 25.00 0
## 961 Urban 59.28 never smoked 28.00 0
## 962 Urban 93.07 Unknown 23.00 0
## 963 Rural 77.42 Unknown 27.00 0
## 964 Rural 73.69 never smoked 26.00 0
## 965 Rural 74.90 never smoked 25.00 0
## 966 Urban 88.27 formerly smoked 27.00 0
## 967 Urban 58.39 never smoked 28.00 0
## 968 Rural 102.05 never smoked 24.00 0
## 969 Rural 112.47 smokes 31.82 0
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## 971 Urban 195.03 formerly smoked 24.00 0
## 972 Urban 170.95 never smoked 27.00 0
## 973 Urban 87.98 never smoked 23.00 0
## 974 Rural 65.81 Unknown 24.00 0
## 975 Urban 124.60 Unknown 25.00 0
## 976 Rural 83.65 smokes 24.00 0
## 977 Rural 88.81 formerly smoked 27.00 0
## 978 Urban 86.75 Unknown 23.00 0
## 979 Rural 123.36 never smoked 23.00 0
## 980 Rural 89.68 smokes 24.00 0
## 981 Rural 69.87 Unknown 23.00 0
## 982 Rural 109.22 never smoked 20.62 0
## 983 Rural 157.57 Unknown 26.00 0
## 984 Urban 110.73 smokes 24.00 0
## 985 Urban 99.14 never smoked 23.00 0
## 986 Urban 59.15 never smoked 27.00 0
## 987 Rural 165.11 Unknown 26.00 0
## 988 Rural 77.44 formerly smoked 28.00 0
## 989 Rural 100.33 Unknown 25.31 0
## 990 Urban 57.93 Unknown 24.00 0
## 991 Rural 148.24 formerly smoked 27.00 0
## 992 Urban 91.96 Unknown 24.00 0
## 993 Rural 72.93 formerly smoked 28.00 0
## 994 Rural 84.27 Unknown 23.00 0
## 995 Rural 124.45 never smoked 23.00 0
## 996 Urban 90.51 Unknown 28.00 0
## 997 Rural 118.87 Unknown 27.00 0
## 998 Rural 56.42 never smoked 27.00 0
## 999 Urban 73.67 Unknown 24.00 0
## 1000 Rural 89.11 Unknown 28.00 0
## 1001 Rural 74.04 never smoked 27.00 0
## 1002 Urban 145.23 never smoked 25.00 0
## 1003 Rural 100.80 never smoked 26.00 0
## 1004 Urban 85.22 never smoked 24.00 0
## 1005 Rural 72.49 formerly smoked 25.00 0
## 1006 Urban 82.61 smokes 23.00 0
## 1007 Rural 72.07 Unknown 25.00 0
## 1008 Rural 79.85 Unknown 26.00 0
## 1009 Rural 84.86 Unknown 27.00 0
## 1010 Urban 131.89 Unknown 24.00 0
## 1011 Urban 89.17 never smoked 24.00 0
## 1012 Rural 227.91 formerly smoked 26.00 0
## 1013 Urban 131.77 Unknown 25.00 0
## 1014 Urban 102.01 Unknown 23.00 0
## 1015 Urban 128.63 Unknown 28.00 0
## 1016 Urban 144.10 smokes 24.00 0
## 1017 Urban 143.15 formerly smoked 23.00 0
## 1018 Rural 116.67 never smoked 26.00 0
## 1019 Rural 85.60 Unknown 27.00 0
## 1020 Urban 142.12 never smoked 23.00 0
## 1021 Urban 100.81 Unknown 23.00 0
## 1022 Urban 69.17 never smoked 28.00 0
## 1023 Rural 58.38 never smoked 28.00 0
## 1024 Urban 86.34 never smoked 23.00 0
## 1025 Urban 95.44 never smoked 24.00 0
## 1026 Urban 94.78 Unknown 25.00 0
## 1027 Rural 109.59 formerly smoked 23.00 0
## 1028 Rural 79.26 smokes 28.00 0
## 1029 Urban 78.46 never smoked 26.00 0
## 1030 Rural 85.29 never smoked 23.00 0
## 1031 Rural 156.18 smokes 26.00 0
## 1032 Urban 69.52 never smoked 23.00 0
## 1033 Urban 65.32 Unknown 25.00 0
## 1034 Urban 108.47 smokes 26.00 0
## 1035 Urban 105.63 smokes 24.00 0
## 1036 Urban 77.93 formerly smoked 28.00 0
## 1037 Urban 95.20 never smoked 28.00 0
## 1038 Rural 78.52 never smoked 27.00 0
## 1039 Urban 114.89 never smoked 23.00 0
## 1040 Rural 95.43 Unknown 26.00 0
## 1041 Rural 84.08 Unknown 24.00 0
## 1042 Rural 110.55 smokes 23.00 0
## 1043 Urban 82.21 never smoked 23.00 0
## 1044 Urban 82.38 formerly smoked 25.00 0
## 1045 Urban 93.89 never smoked 27.00 0
## 1046 Rural 75.08 Unknown 26.00 0
## 1047 Urban 76.72 Unknown 24.00 0
## 1048 Rural 84.93 Unknown 24.00 0
## 1049 Urban 76.50 formerly smoked 26.00 0
## 1050 Urban 65.47 never smoked 26.00 0
## 1051 Urban 99.16 smokes 24.00 0
## 1052 Rural 63.53 never smoked 28.00 0
## 1053 Rural 78.65 formerly smoked 27.00 0
## 1054 Urban 63.78 never smoked 22.32 0
## 1055 Urban 77.52 formerly smoked 26.77 0
## 1056 Rural 111.64 never smoked 25.00 0
## 1057 Urban 97.84 Unknown 26.00 0
## 1058 Urban 113.01 never smoked 27.00 0
## 1059 Urban 56.48 never smoked 25.00 0
## 1060 Rural 204.50 formerly smoked 24.00 0
## 1061 Rural 96.02 never smoked 28.00 0
## 1062 Rural 206.25 formerly smoked 28.00 0
## 1063 Rural 115.52 Unknown 26.00 0
## 1064 Rural 60.69 smokes 23.00 0
## 1065 Urban 93.67 Unknown 25.00 0
## 1066 Urban 67.79 formerly smoked 23.00 0
## 1067 Rural 56.07 never smoked 23.00 0
## 1068 Rural 254.63 never smoked 25.00 0
## 1069 Rural 96.63 Unknown 23.00 0
## 1070 Rural 84.30 Unknown 25.00 0
## 1071 Rural 246.34 never smoked 27.00 0
## 1072 Rural 195.16 Unknown 24.27 0
## 1073 Rural 93.34 never smoked 23.55 0
## 1074 Urban 162.30 never smoked 28.00 0
## 1075 Urban 106.40 Unknown 24.57 0
## 1076 Urban 110.25 never smoked 28.00 0
## 1077 Rural 69.70 never smoked 26.00 0
## 1078 Urban 87.03 formerly smoked 26.00 0
## 1079 Urban 112.98 never smoked 27.00 0
## 1080 Rural 82.47 smokes 25.00 0
## 1081 Urban 75.88 never smoked 27.00 0
## 1082 Urban 84.63 Unknown 26.00 0
## 1083 Rural 109.56 never smoked 27.00 0
## 1084 Rural 89.45 formerly smoked 26.32 0
## 1085 Rural 91.65 never smoked 27.00 0
## 1086 Urban 121.14 never smoked 23.00 0
## 1087 Rural 87.77 Unknown 28.00 0
## 1088 Rural 106.56 never smoked 28.00 0
## 1089 Rural 93.88 formerly smoked 25.00 0
## 1090 Rural 153.76 Unknown 23.00 0
## 1091 Urban 88.65 never smoked 26.00 0
## 1092 Urban 111.22 Unknown 28.00 0
## 1093 Urban 223.68 formerly smoked 26.00 0
## 1094 Rural 55.86 Unknown 27.00 0
## 1095 Rural 63.73 smokes 24.00 0
## 1096 Rural 103.94 never smoked 25.00 0
## 1097 Rural 92.49 Unknown 28.00 0
## 1098 Urban 229.20 formerly smoked 27.00 0
## 1099 Rural 75.06 Unknown 27.00 0
## 1100 Urban 85.57 Unknown 28.00 0
## 1101 Urban 68.61 never smoked 26.00 0
## 1102 Urban 56.30 Unknown 25.00 0
## 1103 Rural 193.22 smokes 26.00 0
## 1104 Urban 65.98 Unknown 27.00 0
## 1105 Rural 204.57 Unknown 24.00 0
## 1106 Urban 64.99 never smoked 26.00 0
## 1107 Rural 66.12 never smoked 23.00 0
## 1108 Urban 73.40 never smoked 27.00 0
## 1109 Urban 82.83 Unknown 23.00 0
## 1110 Urban 93.55 never smoked 26.00 0
## 1111 Rural 90.40 formerly smoked 24.00 0
## 1112 Rural 98.10 never smoked 27.00 0
## 1113 Rural 142.02 Unknown 28.00 0
## 1114 Rural 251.46 smokes 26.00 0
## 1115 Rural 89.96 never smoked 29.38 0
## 1116 Urban 71.73 Unknown 23.00 0
## 1117 Urban 82.44 smokes 25.00 0
## 1118 Urban 80.85 formerly smoked 27.00 0
## 1119 Rural 220.52 smokes 25.00 0
## 1120 Urban 86.73 Unknown 24.00 0
## 1121 Urban 76.93 never smoked 28.00 0
## 1122 Urban 113.10 never smoked 23.00 0
## 1123 Rural 96.84 formerly smoked 23.00 0
## 1124 Urban 100.91 Unknown 26.00 0
## 1125 Urban 116.50 Unknown 27.00 0
## 1126 Rural 57.26 never smoked 26.00 0
## 1127 Urban 129.31 Unknown 28.00 0
## 1128 Rural 56.47 never smoked 23.00 0
## 1129 Urban 86.06 formerly smoked 27.00 0
## 1130 Rural 86.97 never smoked 25.00 0
## 1131 Urban 78.78 formerly smoked 24.00 0
## 1132 Rural 195.04 never smoked 26.00 0
## 1133 Rural 103.25 Unknown 25.00 0
## 1134 Rural 134.59 smokes 27.00 0
## 1135 Rural 93.74 Unknown 27.00 0
## 1136 Urban 90.66 Unknown 24.00 0
## 1137 Urban 91.68 Unknown 23.00 0
## 1138 Urban 75.79 Unknown 25.00 0
## 1139 Urban 91.68 formerly smoked 26.00 0
## 1140 Rural 106.68 never smoked 25.00 0
## 1141 Rural 82.31 never smoked 25.00 0
## 1142 Rural 90.06 Unknown 25.00 0
## 1143 Rural 65.47 smokes 24.00 0
## 1144 Rural 58.03 Unknown 23.14 0
## 1145 Rural 83.09 never smoked 25.00 0
## 1146 Urban 88.60 Unknown 26.00 0
## 1147 Urban 63.18 Unknown 27.00 0
## 1148 Rural 78.42 never smoked 24.00 0
## 1149 Urban 65.08 formerly smoked 26.00 0
## 1150 Urban 79.47 never smoked 26.00 0
## 1151 Rural 95.52 never smoked 28.00 0
## 1152 Urban 73.00 smokes 26.00 0
## 1153 Rural 138.07 never smoked 27.00 0
## 1154 Rural 86.99 never smoked 28.00 0
## 1155 Urban 112.07 never smoked 28.00 0
## 1156 Rural 105.76 Unknown 25.00 0
## 1157 Urban 55.67 smokes 24.00 0
## 1158 Urban 90.55 formerly smoked 28.00 0
## 1159 Rural 218.65 never smoked 26.00 0
## 1160 Rural 111.21 Unknown 28.00 0
## 1161 Urban 83.56 smokes 24.00 0
## 1162 Urban 116.76 formerly smoked 28.00 0
## 1163 Rural 83.50 Unknown 19.27 0
## 1164 Urban 69.30 never smoked 25.00 0
## 1165 Urban 67.55 formerly smoked 25.00 0
## 1166 Rural 80.28 never smoked 27.00 0
## 1167 Urban 211.49 Unknown 24.00 0
## 1168 Urban 67.96 Unknown 24.00 0
## 1169 Urban 99.29 never smoked 24.00 0
## 1170 Rural 140.52 never smoked 28.00 0
## 1171 Rural 75.62 smokes 28.00 0
## 1172 Rural 120.06 never smoked 25.00 0
## 1173 Rural 117.45 smokes 27.00 0
## 1174 Rural 224.71 never smoked 25.00 0
## 1175 Rural 122.75 Unknown 24.00 0
## 1176 Urban 82.39 never smoked 24.00 0
## 1177 Rural 57.02 formerly smoked 24.00 0
## 1178 Urban 115.98 never smoked 25.00 0
## 1179 Rural 226.11 formerly smoked 24.00 0
## 1180 Rural 97.59 smokes 25.00 0
## 1181 Rural 82.57 formerly smoked 24.00 0
## 1182 Urban 79.34 formerly smoked 24.00 0
## 1183 Rural 125.68 Unknown 26.00 0
## 1184 Rural 102.06 Unknown 24.00 0
## 1185 Urban 65.59 never smoked 27.00 0
## 1186 Urban 120.85 Unknown 24.00 0
## 1187 Urban 101.65 never smoked 23.00 0
## 1188 Urban 210.94 never smoked 27.00 0
## 1189 Rural 77.92 never smoked 26.00 0
## 1190 Rural 230.68 Unknown 28.00 0
## 1191 Urban 62.68 never smoked 25.00 0
## 1192 Urban 55.22 never smoked 25.00 0
## 1193 Rural 78.94 never smoked 24.00 0
## 1194 Rural 109.69 smokes 24.00 0
## 1195 Urban 79.63 Unknown 28.00 0
## 1196 Rural 79.33 never smoked 25.00 0
## 1197 Urban 79.91 never smoked 27.00 0
## 1198 Rural 84.46 Unknown 27.00 0
## 1199 Urban 68.40 formerly smoked 25.00 0
## 1200 Rural 78.43 smokes 25.00 0
## 1201 Urban 198.02 Unknown 23.00 0
## 1202 Urban 85.35 smokes 24.00 0
## 1203 Rural 204.17 formerly smoked 27.00 0
## 1204 Urban 82.71 formerly smoked 23.00 0
## 1205 Urban 121.19 never smoked 28.00 0
## 1206 Rural 106.02 smokes 27.00 0
## 1207 Urban 66.36 Unknown 27.00 0
## 1208 Urban 267.76 formerly smoked 27.00 0
## 1209 Rural 107.18 never smoked 24.00 0
## 1210 Rural 74.58 Unknown 25.00 0
## 1211 Urban 80.92 Unknown 28.00 0
## 1212 Rural 90.77 never smoked 24.00 0
## 1213 Rural 90.84 never smoked 26.00 0
## 1214 Rural 59.20 Unknown 27.00 0
## 1215 Rural 217.71 formerly smoked 26.00 0
## 1216 Urban 133.76 smokes 28.00 0
## 1217 Urban 61.36 formerly smoked 28.00 0
## 1218 Rural 118.62 Unknown 28.00 0
## 1219 Rural 77.91 Unknown 28.00 0
## 1220 Urban 68.98 formerly smoked 24.00 0
## 1221 Rural 112.08 never smoked 28.00 0
## 1222 Urban 96.20 never smoked 25.00 0
## 1223 Rural 93.11 Unknown 27.00 0
## 1224 Rural 115.54 Unknown 23.00 0
## 1225 Urban 88.57 smokes 27.00 0
## 1226 Urban 180.76 Unknown 28.00 0
## 1227 Urban 83.12 formerly smoked 26.00 0
## 1228 Urban 94.89 never smoked 23.00 0
## 1229 Rural 239.52 never smoked 27.00 0
## 1230 Rural 99.15 formerly smoked 28.00 0
## 1231 Urban 124.16 never smoked 25.00 0
## 1232 Rural 86.38 Unknown 28.00 0
## 1233 Rural 93.68 never smoked 27.00 0
## 1234 Rural 229.86 smokes 23.00 0
## 1235 Rural 78.73 never smoked 26.00 0
## 1236 Rural 115.92 formerly smoked 23.00 0
## 1237 Rural 93.71 formerly smoked 26.00 0
## 1238 Rural 76.66 never smoked 28.00 0
## 1239 Rural 112.38 Unknown 25.00 0
## 1240 Rural 89.30 smokes 25.00 0
## 1241 Rural 103.44 formerly smoked 25.00 0
## 1242 Rural 79.69 formerly smoked 26.00 0
## 1243 Rural 61.61 never smoked 25.00 0
## 1244 Rural 94.12 Unknown 25.00 0
## 1245 Urban 62.40 Unknown 24.75 0
## 1246 Urban 210.96 never smoked 23.00 0
## 1247 Urban 76.25 Unknown 28.00 0
## 1248 Urban 103.48 smokes 26.00 0
## 1249 Urban 96.42 Unknown 28.00 0
## 1250 Rural 78.59 Unknown 28.00 0
## 1251 Rural 195.25 never smoked 26.00 0
## 1252 Rural 103.76 Unknown 27.00 0
## 1253 Rural 68.52 Unknown 24.56 0
## 1254 Urban 92.17 Unknown 23.00 0
## 1255 Rural 81.02 never smoked 23.00 0
## 1256 Rural 94.33 never smoked 24.00 0
## 1257 Rural 78.43 never smoked 23.00 0
## 1258 Rural 217.39 Unknown 28.00 0
## 1259 Urban 82.77 Unknown 24.00 0
## 1260 Rural 88.13 never smoked 25.00 0
## 1261 Urban 102.77 smokes 28.00 0
## 1262 Rural 101.75 smokes 25.00 0
## 1263 Rural 113.34 formerly smoked 23.00 0
## 1264 Urban 63.33 smokes 26.00 0
## 1265 Urban 69.34 never smoked 25.00 0
## 1266 Rural 118.81 Unknown 26.00 0
## 1267 Urban 66.13 never smoked 26.00 0
## 1268 Urban 67.53 formerly smoked 25.00 0
## 1269 Urban 96.58 never smoked 24.00 0
## 1270 Urban 57.89 formerly smoked 25.00 0
## 1271 Rural 78.38 Unknown 28.00 0
## 1272 Urban 94.15 never smoked 24.00 0
## 1273 Urban 89.53 Unknown 24.00 0
## 1274 Urban 127.75 never smoked 23.00 0
## 1275 Rural 76.79 Unknown 27.00 0
## 1276 Rural 141.15 never smoked 26.74 0
## 1277 Urban 88.63 never smoked 23.00 0
## 1278 Urban 201.25 Unknown 27.00 0
## 1279 Urban 130.15 Unknown 23.00 0
## 1280 Urban 108.03 never smoked 24.00 0
## 1281 Rural 104.07 formerly smoked 23.00 0
## 1282 Urban 88.83 Unknown 27.00 0
## 1283 Rural 197.79 Unknown 28.00 0
## 1284 Urban 150.45 formerly smoked 24.00 0
## 1285 Rural 100.39 never smoked 26.00 0
## 1286 Rural 79.92 formerly smoked 27.00 0
## 1287 Urban 96.79 Unknown 24.00 0
## 1288 Rural 86.84 Unknown 24.00 0
## 1289 Rural 61.27 Unknown 27.00 0
## 1290 Rural 72.61 never smoked 27.00 0
## 1291 Rural 82.41 smokes 26.00 0
## 1292 Urban 74.72 never smoked 28.00 0
## 1293 Rural 57.37 Unknown 24.00 0
## 1294 Rural 73.72 smokes 25.00 0
## 1295 Urban 88.34 never smoked 24.00 0
## 1296 Rural 101.34 never smoked 28.00 0
## 1297 Rural 119.01 never smoked 26.00 0
## 1298 Rural 71.98 never smoked 26.00 0
## 1299 Urban 84.91 Unknown 26.00 0
## 1300 Rural 91.63 Unknown 26.00 0
## 1301 Urban 214.77 Unknown 27.00 0
## 1302 Rural 145.71 Unknown 23.00 0
## 1303 Rural 167.31 never smoked 23.00 0
## 1304 Urban 63.65 Unknown 27.00 0
## 1305 Rural 79.63 Unknown 27.00 0
## 1306 Rural 87.49 never smoked 23.00 0
## 1307 Rural 98.74 never smoked 25.00 0
## 1308 Rural 92.82 never smoked 28.00 0
## 1309 Urban 72.20 formerly smoked 24.00 0
## 1310 Rural 181.23 formerly smoked 26.00 0
## 1311 Urban 63.37 never smoked 27.00 0
## 1312 Urban 74.82 never smoked 23.00 0
## 1313 Rural 97.60 Unknown 24.00 0
## 1314 Rural 93.04 smokes 23.00 0
## 1315 Rural 97.12 never smoked 23.00 0
## 1316 Rural 82.81 never smoked 26.00 0
## 1317 Urban 134.45 never smoked 27.00 0
## 1318 Rural 98.67 Unknown 26.00 0
## 1319 Urban 85.82 never smoked 23.00 0
## 1320 Rural 189.45 never smoked 28.00 0
## 1321 Rural 144.16 smokes 28.00 0
## 1322 Rural 82.56 formerly smoked 28.00 0
## 1323 Urban 206.40 never smoked 26.00 0
## 1324 Urban 67.97 never smoked 27.00 0
## 1325 Urban 84.86 Unknown 22.05 0
## 1326 Urban 71.70 never smoked 23.00 0
## 1327 Urban 72.02 formerly smoked 25.00 0
## 1328 Urban 61.81 Unknown 26.00 0
## 1329 Urban 103.09 Unknown 24.00 0
## 1330 Urban 73.75 never smoked 25.00 0
## 1331 Rural 156.70 never smoked 26.00 0
## 1332 Urban 70.87 formerly smoked 25.00 0
## 1333 Rural 138.47 never smoked 27.00 0
## 1334 Rural 64.66 formerly smoked 23.00 0
## 1335 Rural 91.88 formerly smoked 26.00 0
## 1336 Rural 74.79 never smoked 27.00 0
## 1337 Rural 78.18 never smoked 28.00 0
## 1338 Rural 77.82 Unknown 28.00 0
## 1339 Rural 112.23 never smoked 28.00 0
## 1340 Urban 178.76 never smoked 23.00 0
## 1341 Rural 121.43 never smoked 23.00 0
## 1342 Rural 94.22 never smoked 22.49 0
## 1343 Rural 67.27 formerly smoked 25.00 0
## 1344 Rural 197.58 formerly smoked 24.00 0
## 1345 Rural 86.37 smokes 26.00 0
## 1346 Urban 112.09 smokes 26.00 0
## 1347 Urban 199.96 never smoked 27.00 0
## 1348 Urban 85.33 never smoked 23.00 0
## 1349 Rural 86.33 never smoked 27.00 0
## 1350 Urban 80.47 smokes 26.00 0
## 1351 Urban 62.46 formerly smoked 27.00 0
## 1352 Rural 78.85 never smoked 27.00 0
## 1353 Rural 72.09 smokes 23.56 0
## 1354 Rural 103.81 never smoked 27.00 0
## 1355 Urban 78.04 smokes 28.00 0
## 1356 Rural 94.67 Unknown 28.00 0
## 1357 Rural 62.25 never smoked 24.00 0
## 1358 Urban 155.17 never smoked 26.00 0
## 1359 Urban 83.28 Unknown 23.00 0
## 1360 Urban 132.41 Unknown 27.00 0
## 1361 Rural 62.78 Unknown 25.00 0
## 1362 Urban 89.96 Unknown 27.00 0
## 1363 Rural 103.25 formerly smoked 28.00 0
## 1364 Rural 126.99 formerly smoked 26.00 0
## 1365 Rural 102.27 never smoked 24.00 0
## 1366 Rural 113.63 Unknown 25.36 0
## 1367 Urban 86.09 Unknown 24.00 0
## 1368 Rural 108.08 formerly smoked 27.00 0
## 1369 Urban 108.34 never smoked 26.00 0
## 1370 Rural 56.07 never smoked 23.00 0
## 1371 Urban 82.91 Unknown 25.00 0
## 1372 Urban 94.75 Unknown 25.00 0
## 1373 Rural 101.79 Unknown 27.00 0
## 1374 Rural 88.41 formerly smoked 24.50 0
## 1375 Urban 101.05 Unknown 26.00 0
## 1376 Urban 85.07 never smoked 24.00 0
## 1377 Rural 108.10 never smoked 24.00 0
## 1378 Rural 93.17 smokes 25.00 0
## 1379 Urban 158.89 smokes 25.00 0
## 1380 Rural 205.77 never smoked 23.00 0
## 1381 Urban 112.34 Unknown 24.00 0
## 1382 Urban 119.03 never smoked 24.00 0
## 1383 Urban 237.21 smokes 25.00 0
## 1384 Urban 89.68 never smoked 28.00 0
## 1385 Rural 246.53 formerly smoked 27.00 0
## 1386 Urban 89.05 formerly smoked 26.00 0
## 1387 Rural 81.74 Unknown 24.00 0
## 1388 Rural 98.12 never smoked 24.00 0
## 1389 Rural 105.59 smokes 28.00 0
## 1390 Rural 86.00 formerly smoked 23.00 0
## 1391 Urban 65.51 Unknown 27.00 0
## 1392 Urban 61.78 Unknown 24.00 0
## 1393 Rural 109.56 Unknown 26.00 0
## 1394 Urban 65.82 never smoked 25.00 0
## 1395 Urban 90.16 smokes 23.00 0
## 1396 Urban 64.45 never smoked 25.00 0
## 1397 Urban 91.85 never smoked 23.00 0
## 1398 Rural 97.89 formerly smoked 28.00 0
## 1399 Rural 206.33 never smoked 27.00 0
## 1400 Rural 74.29 never smoked 26.00 0
## 1401 Rural 107.40 smokes 27.00 0
## 1402 Urban 87.72 Unknown 28.00 0
## 1403 Rural 85.99 Unknown 24.00 0
## 1404 Urban 100.84 never smoked 26.00 0
## 1405 Urban 124.61 Unknown 28.00 0
## 1406 Urban 86.55 Unknown 23.00 0
## 1407 Rural 90.42 Unknown 24.00 0
## 1408 Rural 100.85 smokes 23.00 0
## 1409 Urban 87.74 Unknown 27.00 0
## 1410 Rural 80.15 formerly smoked 24.00 0
## 1411 Urban 107.29 never smoked 27.00 0
## 1412 Urban 206.98 smokes 23.00 0
## 1413 Rural 227.28 never smoked 27.00 0
## 1414 Rural 80.43 Unknown 25.00 0
## 1415 Urban 228.70 Unknown 25.00 0
## 1416 Urban 120.07 smokes 26.00 0
## 1417 Rural 93.47 never smoked 26.00 0
## 1418 Urban 80.77 never smoked 23.00 0
## 1419 Rural 150.27 smokes 27.00 0
## 1420 Urban 81.94 smokes 25.00 0
## 1421 Urban 70.75 Unknown 28.00 0
## 1422 Urban 83.83 Unknown 25.00 0
## 1423 Urban 73.66 never smoked 28.00 0
## 1424 Urban 102.37 never smoked 25.00 0
## 1425 Rural 77.83 Unknown 27.00 0
## 1426 Urban 70.01 Unknown 23.00 0
## 1427 Rural 119.88 Unknown 24.00 0
## 1428 Rural 78.29 smokes 24.00 0
## 1429 Rural 169.97 never smoked 23.00 0
## 1430 Rural 123.79 Unknown 25.00 0
## 1431 Urban 80.98 Unknown 23.00 0
## 1432 Rural 84.21 never smoked 28.00 0
## 1433 Urban 101.31 Unknown 24.00 0
## 1434 Urban 86.26 formerly smoked 28.00 0
## 1435 Urban 92.86 formerly smoked 23.00 0
## 1436 Urban 140.28 formerly smoked 26.00 0
## 1437 Rural 244.28 formerly smoked 28.00 0
## 1438 Urban 124.16 never smoked 26.00 0
## 1439 Rural 93.55 never smoked 26.00 0
## 1440 Urban 99.34 never smoked 23.00 0
## 1441 Urban 59.87 smokes 25.00 0
## 1442 Rural 72.76 formerly smoked 24.00 0
## 1443 Rural 68.34 Unknown 23.00 0
## 1444 Urban 61.10 smokes 26.00 0
## 1445 Rural 120.77 never smoked 23.00 0
## 1446 Rural 60.39 Unknown 26.00 0
## 1447 Urban 126.34 never smoked 27.00 0
## 1448 Rural 93.24 never smoked 26.00 0
## 1449 Rural 154.75 never smoked 24.00 0
## 1450 Rural 62.81 never smoked 25.00 0
## 1451 Rural 65.96 Unknown 24.00 0
## 1452 Rural 79.53 never smoked 23.00 0
## 1453 Rural 96.85 never smoked 26.00 0
## 1454 Urban 251.99 never smoked 23.00 0
## 1455 Rural 115.13 smokes 28.00 0
## 1456 Urban 102.30 Unknown 25.00 0
## 1457 Urban 78.99 never smoked 24.00 0
## 1458 Rural 191.79 smokes 26.00 0
## 1459 Rural 68.80 never smoked 28.00 0
## 1460 Rural 83.84 formerly smoked 24.00 0
## 1461 Urban 94.66 formerly smoked 23.00 0
## 1462 Rural 107.98 never smoked 27.00 0
## 1463 Rural 61.01 Unknown 26.00 0
## 1464 Urban 135.64 never smoked 24.00 0
## 1465 Urban 92.65 never smoked 28.00 0
## 1466 Rural 121.11 Unknown 28.00 0
## 1467 Rural 163.56 formerly smoked 25.00 0
## 1468 Urban 107.69 Unknown 28.00 0
## 1469 Rural 216.88 smokes 28.00 0
## 1470 Rural 70.15 Unknown 28.00 0
## 1471 Urban 83.02 Unknown 26.00 0
## 1472 Urban 87.94 Unknown 24.00 0
## 1473 Urban 222.29 never smoked 27.00 0
## 1474 Urban 139.43 formerly smoked 26.00 0
## 1475 Urban 213.11 never smoked 25.00 0
## 1476 Rural 77.23 smokes 28.00 0
## 1477 Urban 58.48 never smoked 26.00 0
## 1478 Rural 87.33 never smoked 27.00 0
## 1479 Rural 102.34 never smoked 23.00 0
## 1480 Rural 151.30 never smoked 25.00 0
## 1481 Urban 144.23 formerly smoked 26.00 0
## 1482 Rural 110.60 formerly smoked 23.00 0
## 1483 Urban 80.28 never smoked 26.00 0
## 1484 Rural 111.02 Unknown 23.00 0
## 1485 Rural 114.88 Unknown 25.00 0
## 1486 Urban 227.51 formerly smoked 23.00 0
## 1487 Urban 111.65 Unknown 25.00 0
## 1488 Urban 201.01 never smoked 27.00 0
## 1489 Urban 129.01 Unknown 25.00 0
## 1490 Rural 124.08 Unknown 23.00 0
## 1491 Rural 107.91 Unknown 23.00 0
## 1492 Rural 95.40 never smoked 27.00 0
## 1493 Rural 65.90 never smoked 23.00 0
## 1494 Urban 78.98 Unknown 25.00 0
## 1495 Rural 111.33 formerly smoked 27.00 0
## 1496 Rural 104.36 never smoked 28.00 0
## 1497 Urban 123.87 Unknown 26.00 0
## 1498 Rural 210.00 formerly smoked 25.00 0
## 1499 Rural 86.86 Unknown 26.00 0
## 1500 Rural 113.96 Unknown 28.00 0
## 1501 Rural 81.28 smokes 27.00 0
## 1502 Rural 102.50 never smoked 27.00 0
## 1503 Rural 78.05 never smoked 25.00 0
## 1504 Urban 237.58 formerly smoked 26.00 0
## 1505 Urban 86.07 Unknown 21.43 0
## 1506 Rural 59.05 formerly smoked 25.00 0
## 1507 Rural 95.88 Unknown 24.00 0
## 1508 Rural 70.18 Unknown 23.00 0
## 1509 Rural 111.13 formerly smoked 26.00 0
## 1510 Urban 79.30 Unknown 24.00 0
## 1511 Urban 65.84 smokes 28.00 0
## 1512 Rural 123.49 smokes 26.00 0
## 1513 Rural 207.45 smokes 26.00 0
## 1514 Rural 143.45 smokes 24.00 0
## 1515 Rural 89.11 never smoked 27.00 0
## 1516 Rural 58.30 never smoked 23.00 0
## 1517 Urban 78.68 never smoked 25.00 0
## 1518 Urban 98.91 never smoked 28.00 0
## 1519 Rural 67.92 smokes 27.00 0
## 1520 Rural 73.00 never smoked 25.00 0
## 1521 Rural 97.50 formerly smoked 28.00 0
## 1522 Urban 108.43 smokes 24.00 0
## 1523 Urban 90.43 formerly smoked 28.00 0
## 1524 Urban 76.30 never smoked 25.00 0
## 1525 Rural 121.27 smokes 23.00 0
## 1526 Urban 119.67 Unknown 28.00 0
## 1527 Urban 226.93 smokes 26.72 0
## 1528 Rural 76.11 Unknown 28.00 0
## 1529 Urban 93.23 smokes 24.00 0
## 1530 Urban 253.16 Unknown 26.00 0
## 1531 Urban 101.02 smokes 24.00 0
## 1532 Rural 238.53 never smoked 23.00 0
## 1533 Rural 79.18 formerly smoked 23.00 0
## 1534 Urban 207.79 never smoked 24.00 0
## 1535 Rural 196.20 never smoked 28.00 0
## 1536 Urban 231.76 never smoked 23.00 0
## 1537 Rural 93.30 Unknown 24.00 0
## 1538 Urban 110.47 smokes 23.00 0
## 1539 Rural 77.52 never smoked 24.00 0
## 1540 Urban 91.23 smokes 28.00 0
## 1541 Rural 216.92 Unknown 28.00 0
## 1542 Urban 157.01 smokes 27.00 0
## 1543 Urban 93.51 never smoked 26.00 0
## 1544 Rural 102.54 never smoked 27.00 0
## 1545 Rural 87.78 formerly smoked 27.00 0
## 1546 Urban 126.67 smokes 28.00 0
## 1547 Rural 93.60 never smoked 23.00 0
## 1548 Rural 194.98 Unknown 28.00 0
## 1549 Rural 99.96 Unknown 28.00 0
## 1550 Urban 58.87 never smoked 27.00 0
## 1551 Urban 77.67 Unknown 27.00 0
## 1552 Urban 83.14 never smoked 31.37 0
## 1553 Urban 69.18 smokes 24.00 0
## 1554 Rural 218.54 smokes 25.00 0
## 1555 Urban 71.22 never smoked 25.00 0
## 1556 Urban 82.41 Unknown 27.00 0
## 1557 Rural 82.07 never smoked 23.00 0
## 1558 Urban 73.00 never smoked 26.00 0
## 1559 Rural 127.25 Unknown 24.00 0
## 1560 Rural 72.63 Unknown 24.00 0
## 1561 Rural 108.20 never smoked 25.00 0
## 1562 Urban 123.95 formerly smoked 26.00 0
## 1563 Urban 58.71 never smoked 26.00 0
## 1564 Rural 98.46 never smoked 23.00 0
## 1565 Rural 68.78 formerly smoked 23.00 0
## 1566 Rural 133.63 Unknown 28.00 0
## 1567 Rural 101.43 Unknown 26.00 0
## 1568 Rural 65.30 smokes 23.00 0
## 1569 Urban 72.49 smokes 27.00 0
## 1570 Urban 65.49 Unknown 23.00 0
## 1571 Urban 63.40 smokes 24.00 0
## 1572 Rural 105.29 formerly smoked 23.00 0
## 1573 Urban 64.08 Unknown 23.00 0
## 1574 Urban 78.34 never smoked 28.00 0
## 1575 Rural 66.32 formerly smoked 28.00 0
## 1576 Rural 168.15 never smoked 28.00 0
## 1577 Rural 93.48 formerly smoked 24.72 0
## 1578 Urban 79.20 never smoked 27.00 0
## 1579 Rural 107.45 formerly smoked 25.00 0
## 1580 Rural 83.86 never smoked 23.00 0
## 1581 Rural 119.96 never smoked 28.00 0
## 1582 Rural 70.58 never smoked 26.00 0
## 1583 Rural 87.70 never smoked 23.00 0
## 1584 Urban 65.29 never smoked 28.00 0
## 1585 Urban 97.14 never smoked 26.00 0
## 1586 Urban 110.68 formerly smoked 24.00 0
## 1587 Urban 91.93 smokes 26.00 0
## 1588 Urban 88.54 Unknown 25.00 0
## 1589 Urban 183.00 Unknown 28.00 0
## 1590 Rural 115.93 never smoked 28.00 0
## 1591 Urban 99.13 Unknown 27.00 0
## 1592 Rural 69.24 never smoked 26.00 0
## 1593 Rural 102.28 never smoked 28.09 0
## 1594 Urban 71.31 never smoked 26.00 0
## 1595 Rural 89.75 never smoked 27.00 0
## 1596 Urban 87.66 never smoked 24.00 0
## 1597 Rural 237.17 Unknown 24.00 0
## 1598 Urban 81.11 Unknown 28.00 0
## 1599 Urban 178.33 never smoked 27.00 0
## 1600 Rural 81.38 Unknown 26.00 0
## 1601 Urban 109.56 Unknown 26.00 0
## 1602 Rural 70.45 smokes 25.00 0
## 1603 Rural 73.44 Unknown 27.00 0
## 1604 Urban 146.44 formerly smoked 26.00 0
## 1605 Urban 65.04 never smoked 23.00 0
## 1606 Rural 151.25 Unknown 27.00 0
## 1607 Rural 106.41 smokes 27.00 0
## 1608 Urban 197.09 Unknown 23.00 0
## 1609 Urban 93.58 smokes 28.00 0
## 1610 Rural 122.04 Unknown 26.00 0
## 1611 Rural 80.06 Unknown 27.00 0
## 1612 Urban 84.93 Unknown 27.00 0
## 1613 Urban 68.40 never smoked 26.00 0
## 1614 Urban 62.99 formerly smoked 26.00 0
## 1615 Urban 139.67 Unknown 27.00 0
## 1616 Urban 113.40 smokes 28.00 0
## 1617 Urban 101.92 Unknown 27.00 0
## 1618 Urban 65.98 formerly smoked 28.90 0
## 1619 Urban 84.30 Unknown 26.00 0
## 1620 Urban 61.42 Unknown 24.00 0
## 1621 Rural 85.52 never smoked 23.00 0
## 1622 Urban 83.79 Unknown 27.00 0
## 1623 Urban 73.83 Unknown 23.00 0
## 1624 Rural 69.38 never smoked 23.00 0
## 1625 Urban 66.11 never smoked 26.00 0
## 1626 Urban 149.62 formerly smoked 27.00 0
## 1627 Urban 242.84 smokes 23.00 0
## 1628 Urban 202.66 smokes 26.00 0
## 1629 Rural 216.90 formerly smoked 28.00 0
## 1630 Urban 103.78 Unknown 28.00 0
## 1631 Rural 114.88 formerly smoked 26.00 0
## 1632 Urban 75.94 never smoked 26.00 0
## 1633 Rural 55.51 Unknown 27.00 0
## 1634 Rural 93.74 Unknown 24.00 0
## 1635 Urban 71.44 smokes 28.00 0
## 1636 Urban 58.29 formerly smoked 25.00 0
## 1637 Urban 115.83 never smoked 27.00 0
## 1638 Urban 102.71 formerly smoked 25.00 0
## 1639 Urban 99.69 smokes 24.00 0
## 1640 Rural 102.89 formerly smoked 28.00 0
## 1641 Urban 79.05 Unknown 25.00 0
## 1642 Rural 56.63 never smoked 24.00 0
## 1643 Rural 87.34 formerly smoked 19.78 0
## 1644 Rural 109.51 never smoked 28.00 0
## 1645 Urban 81.43 formerly smoked 26.00 0
## 1646 Urban 78.59 never smoked 27.00 0
## 1647 Urban 101.22 formerly smoked 25.00 0
## 1648 Urban 78.26 Unknown 25.00 0
## 1649 Rural 105.47 never smoked 25.00 0
## 1650 Urban 68.19 never smoked 27.00 0
## 1651 Urban 210.00 never smoked 27.00 0
## 1652 Rural 114.47 smokes 26.00 0
## 1653 Urban 66.85 Unknown 24.00 0
## 1654 Rural 94.71 smokes 28.00 0
## 1655 Urban 208.05 smokes 26.00 0
## 1656 Rural 222.60 smokes 23.00 0
## 1657 Urban 80.81 formerly smoked 23.00 0
## 1658 Rural 64.51 never smoked 27.00 0
## 1659 Urban 151.56 Unknown 27.00 0
## 1660 Urban 199.14 never smoked 28.00 0
## 1661 Rural 73.41 smokes 26.00 0
## 1662 Urban 109.65 formerly smoked 27.00 0
## 1663 Rural 69.11 never smoked 23.00 0
## 1664 Urban 114.41 never smoked 26.00 0
## 1665 Urban 103.46 never smoked 24.00 0
## 1666 Rural 95.36 never smoked 27.00 0
## 1667 Urban 57.33 Unknown 28.00 0
## 1668 Rural 191.48 smokes 30.98 0
## 1669 Rural 71.63 Unknown 23.00 0
## 1670 Urban 94.00 Unknown 23.00 0
## 1671 Rural 93.77 Unknown 26.00 0
## 1672 Urban 84.75 Unknown 26.00 0
## 1673 Rural 89.24 formerly smoked 27.00 0
## 1674 Urban 70.13 never smoked 27.00 0
## 1675 Urban 82.26 formerly smoked 25.00 0
## 1676 Urban 200.16 never smoked 25.00 0
## 1677 Urban 80.73 smokes 24.00 0
## 1678 Urban 75.09 formerly smoked 23.00 0
## 1679 Urban 80.57 never smoked 23.00 0
## 1680 Rural 77.04 formerly smoked 24.00 0
## 1681 Urban 145.26 Unknown 24.00 0
## 1682 Urban 190.40 formerly smoked 25.00 0
## 1683 Urban 82.08 formerly smoked 25.00 0
## 1684 Rural 103.35 formerly smoked 26.00 0
## 1685 Urban 97.46 Unknown 28.00 0
## 1686 Urban 123.65 smokes 25.00 0
## 1687 Urban 87.96 formerly smoked 23.00 0
## 1688 Urban 85.92 smokes 24.00 0
## 1689 Urban 80.80 never smoked 28.00 0
## 1690 Rural 99.30 never smoked 27.00 0
## 1691 Rural 62.56 never smoked 26.00 0
## 1692 Urban 144.20 smokes 23.00 0
## 1693 Urban 71.38 never smoked 24.00 0
## 1694 Urban 95.50 Unknown 28.00 0
## 1695 Urban 67.06 never smoked 25.00 0
## 1696 Rural 70.16 formerly smoked 23.00 0
## 1697 Urban 104.24 Unknown 24.00 0
## 1698 Rural 122.48 smokes 26.00 0
## 1699 Urban 215.90 smokes 27.00 0
## 1700 Rural 108.56 formerly smoked 28.00 0
## 1701 Urban 69.88 Unknown 23.00 0
## 1702 Rural 91.54 Unknown 20.89 0
## 1703 Rural 65.85 Unknown 23.00 0
## 1704 Rural 60.74 never smoked 26.00 0
## 1705 Rural 233.52 never smoked 26.00 0
## 1706 Urban 110.70 never smoked 27.00 0
## 1707 Rural 78.93 formerly smoked 24.00 0
## 1708 Urban 124.50 Unknown 25.00 0
## 1709 Urban 57.95 Unknown 23.00 0
## 1710 Rural 92.82 Unknown 24.00 0
## 1711 Rural 58.25 smokes 24.00 0
## 1712 Rural 213.54 never smoked 27.00 0
## 1713 Urban 74.86 never smoked 27.00 0
## 1714 Urban 78.35 Unknown 25.00 0
## 1715 Urban 101.26 Unknown 24.00 0
## 1716 Urban 86.87 Unknown 27.00 0
## 1717 Rural 124.01 Unknown 24.00 0
## 1718 Urban 83.41 never smoked 27.00 0
## 1719 Urban 188.69 formerly smoked 28.00 0
## 1720 Rural 86.51 formerly smoked 25.00 0
## 1721 Rural 70.65 Unknown 25.00 0
## 1722 Rural 92.40 Unknown 26.00 0
## 1723 Urban 73.36 never smoked 26.00 0
## 1724 Urban 219.50 formerly smoked 23.00 0
## 1725 Rural 105.73 never smoked 23.00 0
## 1726 Rural 83.79 smokes 26.00 0
## 1727 Urban 58.02 Unknown 24.00 0
## 1728 Rural 61.94 formerly smoked 25.00 0
## 1729 Rural 99.71 Unknown 26.00 0
## 1730 Rural 63.19 never smoked 28.00 0
## 1731 Rural 107.11 smokes 27.00 0
## 1732 Urban 56.84 smokes 24.00 0
## 1733 Rural 217.66 formerly smoked 27.00 0
## 1734 Rural 77.19 smokes 27.00 0
## 1735 Rural 76.22 formerly smoked 23.00 0
## 1736 Rural 155.32 formerly smoked 24.00 0
## 1737 Urban 70.67 smokes 23.48 0
## 1738 Urban 227.16 never smoked 28.00 0
## 1739 Rural 58.69 formerly smoked 24.00 0
## 1740 Urban 88.85 Unknown 28.00 0
## 1741 Urban 137.94 never smoked 23.00 0
## 1742 Urban 60.60 never smoked 27.00 0
## 1743 Rural 93.67 never smoked 25.00 0
## 1744 Urban 79.56 never smoked 24.00 0
## 1745 Rural 122.46 never smoked 28.00 0
## 1746 Urban 92.32 never smoked 24.00 0
## 1747 Rural 80.63 smokes 28.00 0
## 1748 Urban 92.32 smokes 28.00 0
## 1749 Urban 59.89 never smoked 28.00 0
## 1750 Urban 80.57 smokes 24.00 0
## 1751 Urban 88.52 formerly smoked 26.00 0
## 1752 Urban 88.82 formerly smoked 25.00 0
## 1753 Rural 102.08 smokes 24.00 0
## 1754 Urban 71.38 formerly smoked 24.00 0
## 1755 Rural 84.90 never smoked 23.00 0
## 1756 Urban 82.21 Unknown 26.00 0
## 1757 Rural 209.90 smokes 28.00 0
## 1758 Urban 74.05 Unknown 27.00 0
## 1759 Urban 90.46 Unknown 24.00 0
## 1760 Rural 176.48 formerly smoked 28.00 0
## 1761 Urban 94.07 never smoked 28.00 0
## 1762 Urban 85.12 formerly smoked 28.00 0
## 1763 Urban 71.81 Unknown 23.00 0
## 1764 Rural 111.93 never smoked 26.00 0
## 1765 Urban 94.40 Unknown 26.00 0
## 1766 Urban 70.00 Unknown 25.00 0
## 1767 Rural 95.57 smokes 24.00 0
## 1768 Urban 91.98 Unknown 28.00 0
## 1769 Urban 66.29 smokes 26.00 0
## 1770 Rural 211.88 never smoked 23.00 0
## 1771 Rural 76.55 smokes 27.00 0
## 1772 Urban 56.67 never smoked 23.00 0
## 1773 Rural 100.52 Unknown 26.00 0
## 1774 Rural 58.96 Unknown 25.00 0
## 1775 Rural 81.66 formerly smoked 26.00 0
## 1776 Rural 96.77 never smoked 23.00 0
## 1777 Rural 91.63 smokes 23.00 0
## 1778 Urban 97.51 Unknown 24.00 0
## 1779 Rural 225.60 never smoked 26.00 0
## 1780 Rural 95.58 smokes 25.00 0
## 1781 Rural 210.23 never smoked 23.00 0
## 1782 Urban 92.82 never smoked 24.00 0
## 1783 Rural 234.82 never smoked 27.00 0
## 1784 Rural 65.67 Unknown 26.00 0
## 1785 Urban 74.51 Unknown 23.00 0
## 1786 Rural 81.99 formerly smoked 28.00 0
## 1787 Urban 87.69 formerly smoked 27.00 0
## 1788 Rural 125.29 never smoked 28.00 0
## 1789 Rural 111.64 Unknown 23.00 0
## 1790 Urban 70.93 never smoked 28.00 0
## 1791 Urban 89.93 never smoked 28.00 0
## 1792 Rural 137.45 Unknown 24.00 0
## 1793 Rural 72.06 formerly smoked 24.00 0
## 1794 Rural 97.90 formerly smoked 28.00 0
## 1795 Urban 84.85 Unknown 27.00 0
## 1796 Rural 230.59 formerly smoked 28.00 0
## 1797 Rural 92.81 Unknown 23.00 0
## 1798 Urban 168.15 never smoked 25.00 0
## 1799 Urban 224.63 never smoked 26.00 0
## 1800 Urban 108.12 Unknown 24.00 0
## 1801 Rural 85.17 smokes 24.00 0
## 1802 Urban 84.14 never smoked 28.23 0
## 1803 Rural 85.57 formerly smoked 25.00 0
## 1804 Urban 82.81 never smoked 24.00 0
## 1805 Urban 110.53 never smoked 27.00 0
## 1806 Rural 61.88 Unknown 24.00 0
## 1807 Urban 85.04 never smoked 27.00 0
## 1808 Urban 140.40 smokes 25.00 0
## 1809 Urban 62.27 Unknown 24.00 0
## 1810 Rural 99.44 never smoked 23.00 0
## 1811 Rural 88.90 Unknown 23.00 0
## 1812 Urban 64.10 Unknown 23.00 0
## 1813 Urban 97.58 Unknown 28.00 0
## 1814 Rural 58.66 never smoked 24.00 0
## 1815 Urban 88.24 Unknown 28.90 0
## 1816 Urban 61.32 smokes 23.00 0
## 1817 Urban 185.71 Unknown 26.00 0
## 1818 Rural 62.99 formerly smoked 24.00 0
## 1819 Urban 86.04 smokes 26.00 0
## 1820 Rural 83.30 formerly smoked 23.00 0
## 1821 Urban 208.17 never smoked 26.00 0
## 1822 Rural 133.20 Unknown 26.00 0
## 1823 Rural 81.54 Unknown 27.00 0
## 1824 Rural 146.61 never smoked 26.00 0
## 1825 Urban 79.33 Unknown 28.00 0
## 1826 Rural 84.56 never smoked 27.00 0
## 1827 Rural 103.44 never smoked 27.00 0
## 1828 Urban 185.31 never smoked 23.00 0
## 1829 Urban 102.53 formerly smoked 25.00 0
## 1830 Urban 65.78 Unknown 23.00 0
## 1831 Rural 62.60 never smoked 25.00 0
## 1832 Rural 81.18 Unknown 24.00 0
## 1833 Rural 76.68 smokes 27.00 0
## 1834 Urban 92.86 formerly smoked 27.00 0
## 1835 Urban 90.95 smokes 27.00 0
## 1836 Urban 85.66 never smoked 21.47 0
## 1837 Urban 88.20 smokes 25.00 0
## 1838 Urban 203.04 smokes 23.00 0
## 1839 Rural 68.37 smokes 28.00 0
## 1840 Urban 77.32 Unknown 26.00 0
## 1841 Rural 187.87 never smoked 25.00 0
## 1842 Rural 213.87 never smoked 27.00 0
## 1843 Rural 119.62 Unknown 28.00 0
## 1844 Urban 222.85 formerly smoked 26.00 0
## 1845 Rural 100.82 Unknown 28.00 0
## 1846 Rural 136.10 Unknown 25.00 0
## 1847 Rural 149.42 Unknown 23.00 0
## 1848 Rural 79.99 never smoked 23.00 0
## 1849 Rural 118.21 Unknown 24.00 0
## 1850 Rural 56.30 Unknown 29.82 0
## 1851 Rural 84.49 never smoked 26.00 0
## 1852 Rural 89.61 never smoked 27.00 0
## 1853 Rural 100.09 Unknown 23.00 0
## 1854 Urban 198.36 smokes 23.00 0
## 1855 Rural 93.61 never smoked 23.00 0
## 1856 Rural 75.43 smokes 24.00 0
## 1857 Urban 100.31 smokes 25.00 0
## 1858 Rural 105.63 never smoked 24.00 0
## 1859 Rural 82.84 never smoked 26.00 0
## 1860 Urban 58.88 Unknown 27.00 0
## 1861 Urban 92.27 formerly smoked 26.00 0
## 1862 Urban 115.23 never smoked 24.00 0
## 1863 Urban 196.25 smokes 25.00 0
## 1864 Rural 85.97 Unknown 23.00 0
## 1865 Urban 114.33 smokes 27.00 0
## 1866 Rural 72.52 never smoked 26.00 0
## 1867 Rural 99.87 formerly smoked 23.00 0
## 1868 Rural 63.47 Unknown 25.00 0
## 1869 Urban 90.58 Unknown 25.00 0
## 1870 Rural 92.26 Unknown 26.00 0
## 1871 Urban 113.74 smokes 28.00 0
## 1872 Urban 72.79 smokes 23.00 0
## 1873 Rural 94.71 smokes 23.00 0
## 1874 Rural 194.53 never smoked 27.00 0
## 1875 Urban 72.65 Unknown 24.00 0
## 1876 Urban 86.68 formerly smoked 23.00 0
## 1877 Rural 140.39 never smoked 23.00 0
## 1878 Rural 77.87 Unknown 28.00 0
## 1879 Rural 104.70 formerly smoked 24.00 0
## 1880 Urban 95.82 never smoked 27.00 0
## 1881 Urban 204.05 never smoked 23.00 0
## 1882 Urban 130.56 Unknown 25.00 0
## 1883 Urban 67.78 smokes 25.00 0
## 1884 Urban 105.29 formerly smoked 28.00 0
## 1885 Urban 135.19 smokes 26.00 0
## 1886 Urban 116.12 smokes 24.00 0
## 1887 Rural 59.63 never smoked 25.00 0
## 1888 Rural 56.43 formerly smoked 28.00 0
## 1889 Rural 199.18 never smoked 24.00 0
## 1890 Rural 209.26 formerly smoked 25.00 0
## 1891 Urban 91.21 never smoked 25.00 0
## 1892 Urban 95.16 formerly smoked 26.00 0
## 1893 Urban 217.11 never smoked 23.00 0
## 1894 Urban 222.46 never smoked 25.00 0
## 1895 Rural 70.96 Unknown 23.00 0
## 1896 Rural 82.44 never smoked 28.00 0
## 1897 Rural 74.11 smokes 25.00 0
## 1898 Urban 131.23 Unknown 23.00 0
## 1899 Urban 187.52 never smoked 27.00 0
## 1900 Rural 83.26 never smoked 27.00 0
## 1901 Rural 99.07 Unknown 23.00 0
## 1902 Urban 76.63 never smoked 23.00 0
## 1903 Rural 65.09 never smoked 23.00 0
## 1904 Urban 142.31 smokes 24.00 0
## 1905 Urban 80.99 Unknown 27.00 0
## 1906 Rural 237.74 never smoked 26.00 0
## 1907 Urban 74.26 formerly smoked 28.00 0
## 1908 Rural 154.08 formerly smoked 28.00 0
## 1909 Rural 78.29 never smoked 25.00 0
## 1910 Urban 164.67 Unknown 26.00 0
## 1911 Rural 59.61 Unknown 24.00 0
## 1912 Urban 67.75 formerly smoked 24.00 0
## 1913 Urban 92.73 never smoked 27.00 0
## 1914 Urban 90.35 never smoked 26.00 0
## 1915 Rural 77.86 never smoked 23.00 0
## 1916 Rural 71.88 never smoked 24.00 0
## 1917 Urban 118.82 smokes 27.00 0
## 1918 Urban 67.33 Unknown 24.00 0
## 1919 Urban 121.66 smokes 27.00 0
## 1920 Rural 111.92 Unknown 24.00 0
## 1921 Urban 92.82 formerly smoked 24.00 0
## 1922 Rural 95.46 smokes 25.00 0
## 1923 Urban 59.99 never smoked 28.00 0
## 1924 Rural 68.96 Unknown 25.00 0
## 1925 Urban 90.26 never smoked 27.00 0
## 1926 Rural 91.90 formerly smoked 26.00 0
## 1927 Urban 91.08 never smoked 27.00 0
## 1928 Rural 118.55 Unknown 23.00 0
## 1929 Rural 102.04 Unknown 28.00 0
## 1930 Rural 65.52 Unknown 27.00 0
## 1931 Urban 82.09 never smoked 27.00 0
## 1932 Rural 149.90 Unknown 23.00 0
## 1933 Rural 100.33 never smoked 28.00 0
## 1934 Urban 91.25 Unknown 28.00 0
## 1935 Rural 89.81 never smoked 25.00 0
## 1936 Urban 97.32 smokes 21.51 0
## 1937 Rural 75.53 never smoked 28.00 0
## 1938 Rural 121.44 never smoked 26.00 0
## 1939 Urban 83.52 never smoked 25.00 0
## 1940 Rural 57.92 Unknown 24.00 0
## 1941 Rural 75.27 never smoked 24.00 0
## 1942 Urban 80.24 never smoked 28.00 0
## 1943 Urban 88.69 Unknown 28.00 0
## 1944 Urban 69.09 formerly smoked 24.00 0
## 1945 Rural 62.67 never smoked 25.00 0
## 1946 Urban 98.74 never smoked 23.00 0
## 1947 Rural 56.51 smokes 23.00 0
## 1948 Rural 65.95 never smoked 29.63 0
## 1949 Urban 129.07 Unknown 24.00 0
## 1950 Urban 62.47 never smoked 29.98 0
## 1951 Urban 69.82 never smoked 25.00 0
## 1952 Urban 99.68 Unknown 26.00 0
## 1953 Urban 223.35 formerly smoked 26.00 0
## 1954 Rural 74.36 never smoked 27.00 0
## 1955 Rural 102.97 formerly smoked 27.00 0
## 1956 Urban 153.38 never smoked 28.00 0
## 1957 Rural 87.10 never smoked 23.00 0
## 1958 Urban 113.40 Unknown 23.62 0
## 1959 Rural 94.88 Unknown 25.07 0
## 1960 Urban 82.73 Unknown 25.00 0
## 1961 Rural 67.80 Unknown 28.00 0
## 1962 Urban 84.85 never smoked 25.00 0
## 1963 Rural 135.89 formerly smoked 25.00 0
## 1964 Urban 106.13 never smoked 24.00 0
## 1965 Rural 74.33 smokes 26.00 0
## 1966 Rural 109.40 Unknown 28.00 0
## 1967 Rural 75.40 Unknown 25.49 0
## 1968 Rural 87.69 formerly smoked 28.00 0
## 1969 Urban 95.85 smokes 27.00 0
## 1970 Urban 90.36 formerly smoked 23.00 0
## 1971 Rural 63.45 formerly smoked 26.00 0
## 1972 Rural 201.07 Unknown 27.00 0
## 1973 Urban 122.91 never smoked 28.00 0
## 1974 Rural 55.41 Unknown 23.00 0
## 1975 Urban 60.99 Unknown 27.00 0
## 1976 Rural 111.77 Unknown 23.00 0
## 1977 Urban 77.63 never smoked 23.00 0
## 1978 Urban 70.61 never smoked 25.00 0
## 1979 Urban 124.34 formerly smoked 27.73 0
## 1980 Urban 103.44 never smoked 25.00 0
## 1981 Urban 124.50 Unknown 24.00 0
## 1982 Urban 208.06 smokes 28.00 0
## 1983 Urban 75.50 never smoked 23.00 0
## 1984 Urban 98.85 never smoked 23.00 0
## 1985 Rural 96.06 Unknown 27.00 0
## 1986 Rural 93.74 Unknown 24.00 0
## 1987 Urban 65.60 never smoked 28.00 0
## 1988 Urban 113.24 Unknown 27.00 0
## 1989 Rural 94.77 Unknown 28.00 0
## 1990 Urban 145.22 Unknown 28.00 0
## 1991 Urban 112.92 Unknown 28.00 0
## 1992 Rural 84.79 formerly smoked 28.00 0
## 1993 Urban 103.28 smokes 25.00 0
## 1994 Urban 109.00 Unknown 26.00 0
## 1995 Rural 96.18 never smoked 26.00 0
## 1996 Rural 186.95 never smoked 28.00 0
## 1997 Urban 68.66 Unknown 26.00 0
## 1998 Rural 128.72 smokes 26.00 0
## 1999 Urban 85.04 formerly smoked 27.00 0
## 2000 Rural 146.97 Unknown 26.00 0
## 2001 Urban 65.69 never smoked 23.00 0
## 2002 Rural 97.52 formerly smoked 23.00 0
## 2003 Rural 90.43 never smoked 23.00 0
## 2004 Urban 81.71 Unknown 25.00 0
## 2005 Rural 198.24 never smoked 26.00 0
## 2006 Rural 90.51 never smoked 24.00 0
## 2007 Urban 97.78 smokes 28.00 0
## 2008 Urban 80.74 Unknown 25.00 0
## 2009 Rural 57.02 Unknown 27.00 0
## 2010 Rural 93.00 never smoked 24.73 0
## 2011 Rural 95.37 Unknown 24.00 0
## 2012 Rural 96.25 formerly smoked 23.00 0
## 2013 Rural 86.74 Unknown 23.00 0
## 2014 Urban 63.08 smokes 24.00 0
## 2015 Urban 129.16 smokes 24.00 0
## 2016 Urban 99.79 Unknown 25.07 0
## 2017 Urban 83.34 never smoked 24.00 0
## 2018 Urban 95.01 formerly smoked 24.00 0
## 2019 Urban 229.21 smokes 27.00 0
## 2020 Urban 80.08 never smoked 26.77 0
## 2021 Rural 62.00 smokes 27.00 0
## 2022 Rural 118.69 Unknown 26.00 0
## 2023 Rural 77.57 Unknown 26.00 0
## 2024 Rural 108.75 Unknown 24.00 0
## 2025 Urban 108.23 Unknown 24.10 0
## 2026 Rural 151.33 formerly smoked 27.00 0
## 2027 Rural 82.43 Unknown 26.76 0
## 2028 Rural 107.17 Unknown 24.00 0
## 2029 Rural 91.46 never smoked 25.00 0
## 2030 Urban 81.05 Unknown 28.00 0
## 2031 Urban 73.02 Unknown 26.00 0
## 2032 Urban 114.37 Unknown 26.00 0
## 2033 Urban 100.29 never smoked 24.00 0
## 2034 Urban 68.37 smokes 26.00 0
## 2035 Rural 87.95 never smoked 28.00 0
## 2036 Urban 73.27 smokes 26.00 0
## 2037 Rural 131.43 Unknown 23.00 0
## 2038 Urban 107.29 never smoked 24.00 0
## 2039 Rural 68.24 Unknown 25.00 0
## 2040 Urban 74.01 smokes 25.00 0
## 2041 Urban 95.40 Unknown 25.00 0
## 2042 Rural 95.75 smokes 18.40 0
## 2043 Urban 104.51 Unknown 23.00 0
## 2044 Rural 108.87 Unknown 28.00 0
## 2045 Urban 209.06 Unknown 24.00 0
## 2046 Rural 86.57 Unknown 24.00 0
## 2047 Urban 120.25 Unknown 28.00 0
## 2048 Rural 85.51 smokes 24.00 0
## 2049 Rural 84.18 never smoked 27.00 0
## 2050 Urban 82.37 never smoked 23.00 0
## 2051 Rural 96.15 Unknown 27.00 0
## 2052 Rural 74.55 never smoked 25.00 0
## 2053 Urban 114.45 smokes 25.00 0
## 2054 Rural 113.68 never smoked 23.00 0
## 2055 Rural 107.91 never smoked 28.00 0
## 2056 Rural 83.85 never smoked 26.00 0
## 2057 Urban 101.30 Unknown 25.00 0
## 2058 Rural 72.13 never smoked 24.00 0
## 2059 Urban 94.98 never smoked 27.00 0
## 2060 Rural 228.42 formerly smoked 26.00 0
## 2061 Rural 93.90 never smoked 27.00 0
## 2062 Urban 93.13 Unknown 25.00 0
## 2063 Urban 121.60 never smoked 24.00 0
## 2064 Rural 84.40 formerly smoked 21.80 0
## 2065 Rural 82.13 never smoked 27.00 0
## 2066 Urban 73.33 never smoked 26.00 0
## 2067 Urban 75.88 Unknown 28.00 0
## 2068 Rural 212.97 formerly smoked 26.00 0
## 2069 Rural 100.41 never smoked 26.00 0
## 2070 Urban 202.05 smokes 26.00 0
## 2071 Urban 71.42 smokes 23.00 0
## 2072 Rural 107.50 never smoked 27.00 0
## 2073 Rural 55.57 formerly smoked 25.00 0
## 2074 Urban 58.14 never smoked 27.00 0
## 2075 Rural 78.53 Unknown 25.00 0
## 2076 Urban 78.79 smokes 28.00 0
## 2077 Urban 96.62 Unknown 26.00 0
## 2078 Rural 65.28 never smoked 26.00 0
## 2079 Rural 92.67 formerly smoked 25.00 0
## 2080 Rural 206.25 Unknown 24.00 0
## 2081 Urban 114.18 never smoked 23.00 0
## 2082 Rural 231.69 formerly smoked 26.00 0
## 2083 Rural 101.89 smokes 23.00 0
## 2084 Urban 107.22 smokes 28.00 0
## 2085 Rural 101.99 never smoked 24.00 0
## 2086 Rural 72.56 formerly smoked 25.00 0
## 2087 Urban 94.47 never smoked 27.00 0
## 2088 Urban 98.76 smokes 25.00 0
## 2089 Rural 116.93 never smoked 27.00 0
## 2090 Rural 219.96 never smoked 26.00 0
## 2091 Urban 75.77 never smoked 26.00 0
## 2092 Urban 124.35 Unknown 28.00 0
## 2093 Urban 88.97 never smoked 26.00 0
## 2094 Rural 72.49 never smoked 26.00 0
## 2095 Rural 107.27 Unknown 28.00 0
## 2096 Rural 97.96 never smoked 24.00 0
## 2097 Urban 197.69 smokes 28.00 0
## 2098 Rural 112.30 Unknown 24.00 0
## 2099 Urban 75.77 formerly smoked 25.00 0
## 2100 Urban 76.51 Unknown 27.00 0
## 2101 Urban 93.14 never smoked 24.00 0
## 2102 Rural 80.84 Unknown 23.00 0
## 2103 Rural 199.88 formerly smoked 23.00 0
## 2104 Rural 77.48 formerly smoked 24.00 0
## 2105 Rural 65.34 never smoked 25.00 0
## 2106 Urban 81.96 formerly smoked 28.00 0
## 2107 Urban 98.71 formerly smoked 23.00 0
## 2108 Rural 170.22 formerly smoked 28.00 0
## 2109 Urban 73.50 smokes 24.00 0
## 2110 Rural 72.39 smokes 26.00 0
## 2111 Urban 102.96 formerly smoked 28.00 0
## 2112 Urban 80.72 formerly smoked 29.99 0
## 2113 Urban 74.19 formerly smoked 28.00 0
## 2114 Urban 77.12 formerly smoked 27.00 0
## 2115 Urban 81.20 Unknown 24.00 0
## 2116 Rural 114.76 never smoked 28.00 0
## 2117 Urban 109.97 Unknown 25.63 0
## 2118 Urban 92.87 never smoked 26.00 0
## 2119 Urban 113.05 smokes 27.00 0
## 2120 Urban 68.24 formerly smoked 24.00 0
## 2121 Rural 74.35 smokes 28.00 0
## 2122 Urban 91.08 never smoked 25.00 0
## 2123 Urban 88.83 smokes 24.00 0
## 2124 Rural 134.33 Unknown 25.00 0
## 2125 Rural 208.78 Unknown 28.00 0
## 2126 Rural 66.17 never smoked 28.00 0
## 2127 Rural 222.29 never smoked 28.00 0
## 2128 Rural 114.16 smokes 27.00 0
## 2129 Rural 61.67 Unknown 26.00 0
## 2130 Rural 220.36 formerly smoked 28.00 0
## 2131 Urban 76.03 never smoked 23.00 0
## 2132 Urban 73.06 never smoked 27.00 0
## 2133 Urban 187.88 formerly smoked 28.00 0
## 2134 Urban 79.89 Unknown 26.00 0
## 2135 Rural 79.02 Unknown 25.00 0
## 2136 Rural 191.66 smokes 23.00 0
## 2137 Urban 76.74 Unknown 24.00 0
## 2138 Urban 72.29 Unknown 27.06 0
## 2139 Urban 92.59 formerly smoked 28.00 0
## 2140 Rural 80.42 formerly smoked 27.00 0
## 2141 Rural 62.47 formerly smoked 26.00 0
## 2142 Rural 63.94 never smoked 25.00 0
## 2143 Rural 77.73 never smoked 27.00 0
## 2144 Rural 115.79 Unknown 25.00 0
## 2145 Urban 96.30 smokes 23.00 0
## 2146 Rural 107.46 never smoked 28.00 0
## 2147 Rural 108.33 never smoked 28.00 0
## 2148 Rural 89.37 never smoked 26.00 0
## 2149 Urban 93.64 Unknown 32.40 0
## 2150 Urban 217.75 never smoked 23.00 0
## 2151 Rural 83.44 Unknown 26.00 0
## 2152 Rural 93.88 smokes 23.00 0
## 2153 Urban 55.34 Unknown 27.00 0
## 2154 Rural 102.61 Unknown 26.00 0
## 2155 Rural 62.08 Unknown 28.00 0
## 2156 Rural 81.76 formerly smoked 27.00 0
## 2157 Urban 59.20 never smoked 23.00 0
## 2158 Urban 55.61 Unknown 26.00 0
## 2159 Urban 226.88 formerly smoked 26.00 0
## 2160 Urban 65.66 never smoked 25.00 0
## 2161 Urban 58.70 smokes 28.00 0
## 2162 Urban 186.40 never smoked 26.00 0
## 2163 Urban 122.32 Unknown 26.00 0
## 2164 Urban 59.05 Unknown 27.00 0
## 2165 Urban 149.13 smokes 27.00 0
## 2166 Urban 82.39 never smoked 25.00 0
## 2167 Rural 169.49 Unknown 27.00 0
## 2168 Rural 80.25 formerly smoked 27.00 0
## 2169 Urban 203.81 formerly smoked 28.00 0
## 2170 Urban 170.76 Unknown 24.00 0
## 2171 Rural 80.85 Unknown 25.00 0
## 2172 Rural 120.58 never smoked 24.00 0
## 2173 Rural 86.57 formerly smoked 28.61 0
## 2174 Urban 90.01 smokes 27.00 0
## 2175 Rural 68.84 formerly smoked 24.00 0
## 2176 Rural 155.14 Unknown 24.00 0
## 2177 Urban 158.48 formerly smoked 27.00 0
## 2178 Rural 92.56 Unknown 25.00 0
## 2179 Rural 90.15 formerly smoked 28.00 0
## 2180 Rural 80.09 never smoked 23.00 0
## 2181 Rural 189.44 never smoked 26.24 0
## 2182 Rural 70.03 smokes 23.00 0
## 2183 Rural 249.29 smokes 27.00 0
## 2184 Rural 72.52 Unknown 23.00 0
## 2185 Urban 96.93 smokes 25.00 0
## 2186 Urban 211.35 formerly smoked 26.00 0
## 2187 Rural 85.87 Unknown 25.00 0
## 2188 Rural 60.96 never smoked 21.27 0
## 2189 Urban 120.09 never smoked 23.00 0
## 2190 Urban 92.13 never smoked 23.00 0
## 2191 Urban 83.07 smokes 23.00 0
## 2192 Rural 77.67 Unknown 25.00 0
## 2193 Urban 109.51 never smoked 25.00 0
## 2194 Urban 97.24 never smoked 24.00 0
## 2195 Rural 127.29 Unknown 27.00 0
## 2196 Urban 134.80 never smoked 25.00 0
## 2197 Urban 74.65 formerly smoked 28.00 0
## 2198 Urban 85.84 never smoked 23.00 0
## 2199 Urban 90.43 smokes 24.00 0
## 2200 Urban 74.35 never smoked 22.19 0
## 2201 Urban 206.59 smokes 26.00 0
## 2202 Urban 196.33 never smoked 25.00 0
## 2203 Rural 70.23 never smoked 25.00 0
## 2204 Urban 242.94 never smoked 25.00 0
## 2205 Rural 103.06 never smoked 25.00 0
## 2206 Urban 80.86 smokes 24.00 0
## 2207 Urban 114.32 smokes 26.00 0
## 2208 Urban 83.91 Unknown 25.86 0
## 2209 Rural 152.02 formerly smoked 24.00 0
## 2210 Rural 75.19 never smoked 27.00 0
## 2211 Urban 60.61 formerly smoked 28.00 0
## 2212 Rural 89.14 formerly smoked 25.00 0
## 2213 Urban 97.23 Unknown 24.00 0
## 2214 Rural 135.19 never smoked 28.00 0
## 2215 Urban 78.48 formerly smoked 27.00 0
## 2216 Rural 97.24 Unknown 24.00 0
## 2217 Urban 75.92 never smoked 25.00 0
## 2218 Urban 93.30 Unknown 24.00 0
## 2219 Urban 97.39 Unknown 26.00 0
## 2220 Rural 134.61 never smoked 25.95 0
## 2221 Rural 104.02 never smoked 25.00 0
## 2222 Urban 56.90 never smoked 25.00 0
## 2223 Rural 112.66 Unknown 23.00 0
## 2224 Rural 226.75 Unknown 26.00 0
## 2225 Rural 76.28 formerly smoked 28.00 0
## 2226 Urban 90.01 formerly smoked 27.00 0
## 2227 Rural 107.84 formerly smoked 25.00 0
## 2228 Rural 71.06 never smoked 28.00 0
## 2229 Urban 185.00 never smoked 25.00 0
## 2230 Rural 104.42 smokes 25.00 0
## 2231 Urban 89.57 Unknown 28.00 0
## 2232 Rural 136.20 Unknown 25.00 0
## 2233 Urban 128.23 never smoked 26.00 0
## 2234 Rural 104.23 smokes 24.00 0
## 2235 Urban 133.82 never smoked 25.00 0
## 2236 Rural 80.82 never smoked 23.00 0
## 2237 Rural 102.35 never smoked 28.00 0
## 2238 Rural 88.48 never smoked 26.00 0
## 2239 Rural 88.81 Unknown 23.00 0
## 2240 Rural 75.09 never smoked 28.00 0
## 2241 Urban 199.83 Unknown 27.00 0
## 2242 Rural 73.69 Unknown 25.00 0
## 2243 Urban 111.27 Unknown 25.00 0
## 2244 Rural 68.44 smokes 28.00 0
## 2245 Urban 65.36 never smoked 26.00 0
## 2246 Urban 94.12 never smoked 26.00 0
## 2247 Rural 96.24 never smoked 27.00 0
## 2248 Rural 91.25 Unknown 28.00 0
## 2249 Rural 77.29 never smoked 23.00 0
## 2250 Rural 125.09 Unknown 28.00 0
## 2251 Urban 107.18 never smoked 23.00 0
## 2252 Urban 130.07 never smoked 26.00 0
## 2253 Urban 57.30 never smoked 26.00 0
## 2254 Rural 101.35 never smoked 25.00 0
## 2255 Rural 94.03 never smoked 28.00 0
## 2256 Urban 227.81 formerly smoked 23.00 0
## 2257 Urban 66.67 smokes 29.08 0
## 2258 Urban 240.81 never smoked 28.00 0
## 2259 Urban 88.02 Unknown 25.00 0
## 2260 Urban 152.87 Unknown 28.00 0
## 2261 Urban 96.04 Unknown 25.00 0
## 2262 Urban 60.35 formerly smoked 24.00 0
## 2263 Urban 118.66 never smoked 23.00 0
## 2264 Urban 89.03 smokes 25.00 0
## 2265 Urban 58.51 formerly smoked 26.00 0
## 2266 Urban 96.04 formerly smoked 28.00 0
## 2267 Rural 110.92 Unknown 24.00 0
## 2268 Rural 92.72 never smoked 24.00 0
## 2269 Rural 108.23 Unknown 28.00 0
## 2270 Rural 56.34 Unknown 27.00 0
## 2271 Rural 61.83 never smoked 24.00 0
## 2272 Rural 131.99 never smoked 28.00 0
## 2273 Rural 136.81 smokes 26.00 0
## 2274 Rural 239.28 never smoked 27.00 0
## 2275 Urban 131.30 never smoked 27.00 0
## 2276 Rural 117.75 never smoked 22.01 0
## 2277 Urban 78.46 Unknown 26.00 0
## 2278 Rural 83.53 formerly smoked 25.00 0
## 2279 Rural 145.50 formerly smoked 25.00 0
## 2280 Urban 88.33 Unknown 24.00 0
## 2281 Rural 101.25 formerly smoked 28.00 0
## 2282 Urban 131.43 never smoked 26.00 0
## 2283 Rural 231.50 never smoked 28.00 0
## 2284 Rural 82.89 never smoked 28.00 0
## 2285 Rural 192.37 never smoked 28.00 0
## 2286 Rural 79.64 smokes 26.00 0
## 2287 Rural 82.88 Unknown 32.09 0
## 2288 Rural 99.40 never smoked 24.00 0
## 2289 Urban 77.75 smokes 25.00 0
## 2290 Rural 75.03 never smoked 24.00 0
## 2291 Rural 220.47 never smoked 24.00 0
## 2292 Rural 196.91 Unknown 23.00 0
## 2293 Urban 180.80 never smoked 27.00 0
## 2294 Urban 247.48 smokes 24.00 0
## 2295 Urban 216.00 smokes 23.00 0
## 2296 Urban 75.64 never smoked 27.00 0
## 2297 Urban 95.07 formerly smoked 26.00 0
## 2298 Urban 129.97 smokes 27.00 0
## 2299 Urban 124.26 never smoked 23.00 0
## 2300 Urban 87.92 Unknown 23.00 0
## 2301 Rural 85.15 Unknown 25.00 0
## 2302 Rural 95.36 smokes 26.00 0
## 2303 Urban 87.16 formerly smoked 25.00 0
## 2304 Rural 219.39 smokes 25.00 0
## 2305 Urban 71.92 Unknown 23.00 0
## 2306 Urban 167.66 Unknown 26.00 0
## 2307 Rural 87.21 Unknown 27.00 0
## 2308 Rural 220.47 smokes 23.00 0
## 2309 Urban 80.47 Unknown 27.00 0
## 2310 Urban 89.95 formerly smoked 23.00 0
## 2311 Rural 111.32 Unknown 27.00 0
## 2312 Urban 65.01 Unknown 26.00 0
## 2313 Urban 110.07 never smoked 28.00 0
## 2314 Urban 60.56 never smoked 23.00 0
## 2315 Urban 89.83 smokes 28.00 0
## 2316 Rural 90.35 Unknown 23.00 0
## 2317 Urban 71.50 smokes 25.00 0
## 2318 Urban 71.71 smokes 26.00 0
## 2319 Urban 173.96 formerly smoked 28.00 0
## 2320 Urban 96.06 never smoked 25.00 0
## 2321 Urban 113.20 smokes 26.00 0
## 2322 Rural 106.03 Unknown 27.00 0
## 2323 Rural 111.38 smokes 27.00 0
## 2324 Rural 73.29 smokes 34.89 0
## 2325 Urban 65.71 smokes 27.03 0
## 2326 Rural 60.41 Unknown 26.00 0
## 2327 Urban 89.11 never smoked 25.00 0
## 2328 Urban 63.32 formerly smoked 24.00 0
## 2329 Urban 85.68 never smoked 24.00 0
## 2330 Urban 162.93 Unknown 27.00 0
## 2331 Rural 89.22 Unknown 25.00 0
## 2332 Rural 91.68 formerly smoked 24.80 0
## 2333 Urban 198.33 smokes 24.00 0
## 2334 Rural 85.81 Unknown 23.00 0
## 2335 Rural 79.59 smokes 24.00 0
## 2336 Rural 106.74 formerly smoked 25.00 0
## 2337 Urban 191.33 never smoked 23.00 0
## 2338 Rural 59.52 never smoked 23.00 0
## 2339 Rural 206.52 smokes 24.00 0
## 2340 Rural 80.07 never smoked 28.00 0
## 2341 Rural 64.92 Unknown 24.00 0
## 2342 Urban 80.00 never smoked 26.00 0
## 2343 Urban 75.06 Unknown 23.00 0
## 2344 Urban 112.20 never smoked 28.00 0
## 2345 Urban 91.18 never smoked 27.00 0
## 2346 Rural 85.81 formerly smoked 24.00 0
## 2347 Urban 148.37 never smoked 23.00 0
## 2348 Rural 64.55 Unknown 26.00 0
## 2349 Rural 97.31 Unknown 26.00 0
## 2350 Rural 111.15 never smoked 24.00 0
## 2351 Urban 80.97 never smoked 24.00 0
## 2352 Rural 89.88 formerly smoked 28.00 0
## 2353 Rural 62.66 formerly smoked 25.00 0
## 2354 Urban 122.25 Unknown 25.00 0
## 2355 Rural 87.08 never smoked 36.52 0
## 2356 Rural 85.00 smokes 24.67 0
## 2357 Urban 100.49 smokes 23.00 0
## 2358 Urban 145.37 Unknown 28.00 0
## 2359 Urban 112.19 Unknown 24.00 0
## 2360 Rural 79.73 smokes 24.00 0
## 2361 Rural 101.13 formerly smoked 25.00 0
## 2362 Urban 101.98 Unknown 17.38 0
## 2363 Rural 98.39 smokes 25.00 0
## 2364 Rural 128.04 smokes 25.00 0
## 2365 Urban 98.12 Unknown 26.00 0
## 2366 Urban 216.96 Unknown 25.00 0
## 2367 Rural 94.92 Unknown 26.00 0
## 2368 Rural 83.27 formerly smoked 28.00 0
## 2369 Rural 96.86 Unknown 28.00 0
## 2370 Rural 99.73 formerly smoked 24.00 0
## 2371 Rural 91.71 Unknown 23.00 0
## 2372 Rural 65.77 smokes 25.00 0
## 2373 Urban 161.57 smokes 25.00 0
## 2374 Rural 74.32 never smoked 23.00 0
## 2375 Rural 170.93 Unknown 24.00 0
## 2376 Urban 74.43 never smoked 26.00 0
## 2377 Rural 86.36 formerly smoked 27.00 0
## 2378 Rural 97.06 Unknown 25.00 0
## 2379 Rural 110.38 Unknown 27.00 0
## 2380 Rural 79.03 Unknown 23.00 0
## 2381 Rural 62.48 never smoked 25.00 0
## 2382 Rural 55.62 never smoked 25.00 0
## 2383 Rural 84.90 never smoked 27.00 0
## 2384 Rural 232.81 Unknown 27.00 0
## 2385 Rural 86.55 smokes 26.00 0
## 2386 Rural 118.61 never smoked 28.00 0
## 2387 Rural 80.21 formerly smoked 24.30 0
## 2388 Rural 65.96 never smoked 28.00 0
## 2389 Urban 61.34 Unknown 27.00 0
## 2390 Urban 116.60 Unknown 28.00 0
## 2391 Urban 85.13 Unknown 27.00 0
## 2392 Rural 86.32 Unknown 24.00 0
## 2393 Rural 69.22 never smoked 25.00 0
## 2394 Urban 140.93 Unknown 26.00 0
## 2395 Urban 83.43 Unknown 25.00 0
## 2396 Urban 207.95 formerly smoked 28.00 0
## 2397 Rural 134.29 smokes 24.00 0
## 2398 Urban 115.12 Unknown 25.00 0
## 2399 Urban 86.25 never smoked 25.00 0
## 2400 Rural 112.94 never smoked 24.00 0
## 2401 Rural 73.54 smokes 23.00 0
## 2402 Urban 80.86 Unknown 27.00 0
## 2403 Rural 83.91 Unknown 27.00 0
## 2404 Rural 69.91 never smoked 23.00 0
## 2405 Rural 95.62 smokes 25.00 0
## 2406 Urban 63.95 never smoked 27.00 0
## 2407 Rural 122.50 Unknown 26.00 0
## 2408 Rural 86.00 never smoked 23.00 0
## 2409 Urban 120.27 never smoked 26.00 0
## 2410 Urban 56.71 Unknown 24.00 0
## 2411 Rural 131.63 never smoked 23.00 0
## 2412 Urban 79.36 never smoked 27.00 0
## 2413 Urban 120.77 never smoked 25.00 0
## 2414 Rural 100.42 smokes 27.00 0
## 2415 Urban 155.86 smokes 27.00 0
## 2416 Rural 66.01 smokes 25.00 0
## 2417 Urban 86.99 smokes 25.00 0
## 2418 Urban 90.55 never smoked 26.68 0
## 2419 Rural 229.58 Unknown 23.00 0
## 2420 Urban 60.06 smokes 25.00 0
## 2421 Rural 65.66 formerly smoked 24.00 0
## 2422 Urban 104.70 smokes 27.00 0
## 2423 Urban 113.86 never smoked 25.00 0
## 2424 Rural 99.49 Unknown 23.00 0
## 2425 Urban 165.99 never smoked 25.00 0
## 2426 Urban 114.99 Unknown 23.00 0
## 2427 Urban 79.58 Unknown 27.00 0
## 2428 Rural 77.37 never smoked 27.00 0
## 2429 Urban 93.55 never smoked 28.00 0
## 2430 Urban 187.22 Unknown 24.00 0
## 2431 Rural 167.59 formerly smoked 27.00 0
## 2432 Urban 98.03 smokes 18.26 0
## 2433 Urban 88.79 Unknown 28.00 0
## 2434 Urban 92.90 smokes 28.00 0
## 2435 Urban 117.34 never smoked 27.00 0
## 2436 Urban 80.75 never smoked 23.72 0
## 2437 Rural 77.51 Unknown 24.00 0
## 2438 Urban 105.63 Unknown 25.00 0
## 2439 Urban 114.34 smokes 23.00 0
## 2440 Rural 227.04 smokes 26.00 0
## 2441 Urban 87.56 never smoked 25.00 0
## 2442 Urban 84.47 smokes 25.00 0
## 2443 Rural 96.26 Unknown 26.00 0
## 2444 Rural 116.64 Unknown 27.00 0
## 2445 Urban 79.57 never smoked 28.00 0
## 2446 Rural 78.44 never smoked 28.00 0
## 2447 Urban 64.15 never smoked 26.00 0
## 2448 Urban 74.50 never smoked 24.00 0
## 2449 Urban 70.32 Unknown 23.00 0
## 2450 Urban 84.48 never smoked 25.00 0
## 2451 Urban 144.08 formerly smoked 27.00 0
## 2452 Rural 78.14 never smoked 25.00 0
## 2453 Urban 133.58 never smoked 24.00 0
## 2454 Urban 214.42 formerly smoked 25.00 0
## 2455 Urban 80.63 smokes 28.00 0
## 2456 Rural 233.71 never smoked 22.71 0
## 2457 Urban 96.00 smokes 27.00 0
## 2458 Urban 74.52 Unknown 24.00 0
## 2459 Rural 131.40 never smoked 26.00 0
## 2460 Urban 216.40 never smoked 25.00 0
## 2461 Rural 108.80 Unknown 25.00 0
## 2462 Urban 97.06 never smoked 25.00 0
## 2463 Rural 266.59 never smoked 24.00 0
## 2464 Rural 55.58 never smoked 24.00 0
## 2465 Urban 65.87 formerly smoked 26.00 0
## 2466 Urban 89.28 smokes 27.00 0
## 2467 Urban 56.12 Unknown 25.00 0
## 2468 Urban 74.70 formerly smoked 24.00 0
## 2469 Urban 83.06 Unknown 24.00 0
## 2470 Urban 227.94 Unknown 28.00 0
## 2471 Rural 84.88 never smoked 28.00 0
## 2472 Urban 64.20 Unknown 28.00 0
## 2473 Rural 137.22 Unknown 27.00 0
## 2474 Urban 81.44 formerly smoked 26.00 0
## 2475 Rural 90.26 Unknown 24.00 0
## 2476 Urban 68.48 never smoked 24.00 0
## 2477 Urban 100.02 never smoked 26.00 0
## 2478 Urban 100.61 Unknown 23.00 0
## 2479 Urban 156.82 Unknown 24.00 0
## 2480 Urban 81.66 Unknown 25.00 0
## 2481 Rural 112.22 Unknown 26.00 0
## 2482 Urban 90.62 Unknown 27.49 0
## 2483 Rural 72.49 never smoked 25.00 0
## 2484 Urban 107.47 Unknown 28.00 0
## 2485 Rural 92.11 never smoked 28.00 0
## 2486 Rural 70.54 formerly smoked 23.00 0
## 2487 Rural 205.00 never smoked 24.00 0
## 2488 Rural 126.39 smokes 28.00 0
## 2489 Rural 89.72 Unknown 28.00 0
## 2490 Urban 92.08 smokes 28.00 0
## 2491 Urban 85.38 Unknown 28.00 0
## 2492 Rural 95.25 never smoked 23.00 0
## 2493 Rural 75.91 Unknown 27.00 0
## 2494 Rural 203.44 formerly smoked 28.00 0
## 2495 Urban 243.73 smokes 24.00 0
## 2496 Urban 88.23 Unknown 19.87 0
## 2497 Rural 97.47 never smoked 24.00 0
## 2498 Rural 59.28 never smoked 28.00 0
## 2499 Rural 101.15 Unknown 23.00 0
## 2500 Urban 68.38 Unknown 23.00 0
## 2501 Rural 55.46 never smoked 23.00 0
## 2502 Urban 113.87 never smoked 23.00 0
## 2503 Urban 67.03 never smoked 29.45 0
## 2504 Rural 96.35 never smoked 24.00 0
## 2505 Urban 127.21 smokes 23.00 0
## 2506 Urban 78.90 never smoked 28.00 0
## 2507 Urban 59.91 formerly smoked 24.00 0
## 2508 Urban 160.94 smokes 28.00 0
## 2509 Rural 59.61 Unknown 24.00 0
## 2510 Urban 87.94 never smoked 23.00 0
## 2511 Rural 97.55 formerly smoked 23.00 0
## 2512 Urban 116.02 formerly smoked 23.00 0
## 2513 Rural 127.32 smokes 24.00 0
## 2514 Urban 75.50 smokes 23.00 0
## 2515 Urban 79.35 Unknown 25.00 0
## 2516 Rural 176.25 never smoked 26.00 0
## 2517 Rural 108.56 never smoked 26.00 0
## 2518 Urban 168.06 smokes 24.00 0
## 2519 Urban 75.52 formerly smoked 24.00 0
## 2520 Rural 82.15 formerly smoked 25.00 0
## 2521 Urban 200.28 formerly smoked 24.00 0
## 2522 Rural 62.44 smokes 24.00 0
## 2523 Rural 84.31 smokes 20.49 0
## 2524 Rural 221.43 Unknown 25.00 0
## 2525 Urban 165.47 Unknown 25.00 0
## 2526 Rural 96.69 smokes 26.00 0
## 2527 Urban 63.98 formerly smoked 24.00 0
## 2528 Urban 145.03 formerly smoked 27.00 0
## 2529 Urban 98.53 never smoked 27.00 0
## 2530 Urban 105.55 smokes 26.00 0
## 2531 Rural 134.23 Unknown 24.00 0
## 2532 Rural 62.48 Unknown 27.00 0
## 2533 Urban 213.38 Unknown 25.00 0
## 2534 Rural 70.52 formerly smoked 27.00 0
## 2535 Urban 93.21 never smoked 24.00 0
## 2536 Rural 82.39 Unknown 25.00 0
## 2537 Rural 88.29 smokes 21.51 0
## 2538 Rural 80.18 formerly smoked 23.00 0
## 2539 Rural 84.02 never smoked 24.00 0
## 2540 Rural 69.72 never smoked 28.00 0
## 2541 Urban 192.16 never smoked 28.69 0
## 2542 Rural 82.27 never smoked 25.00 0
## 2543 Urban 101.87 never smoked 28.00 0
## 2544 Rural 77.55 Unknown 23.00 0
## 2545 Urban 215.72 smokes 26.00 0
## 2546 Rural 87.84 Unknown 28.00 0
## 2547 Rural 91.93 never smoked 26.00 0
## 2548 Urban 58.63 never smoked 23.00 0
## 2549 Urban 173.14 smokes 26.00 0
## 2550 Urban 106.83 formerly smoked 24.00 0
## 2551 Urban 84.44 formerly smoked 24.00 0
## 2552 Urban 92.16 never smoked 23.00 0
## 2553 Urban 85.96 formerly smoked 25.00 0
## 2554 Rural 202.57 never smoked 26.00 0
## 2555 Rural 65.41 Unknown 23.00 0
## 2556 Urban 102.51 Unknown 24.00 0
## 2557 Rural 62.60 Unknown 25.00 0
## 2558 Urban 150.10 never smoked 26.00 0
## 2559 Rural 94.15 smokes 27.00 0
## 2560 Urban 65.50 never smoked 27.00 0
## 2561 Urban 81.31 never smoked 27.00 0
## 2562 Rural 78.96 never smoked 23.00 0
## 2563 Rural 123.47 Unknown 26.00 0
## 2564 Urban 90.40 never smoked 24.00 0
## 2565 Urban 71.59 never smoked 25.00 0
## 2566 Rural 209.50 formerly smoked 25.00 0
## 2567 Urban 86.60 Unknown 26.00 0
## 2568 Urban 57.43 formerly smoked 24.00 0
## 2569 Rural 87.93 never smoked 24.00 0
## 2570 Rural 203.16 Unknown 24.00 0
## 2571 Rural 112.12 never smoked 24.00 0
## 2572 Urban 92.02 never smoked 24.00 0
## 2573 Rural 60.98 formerly smoked 23.00 0
## 2574 Urban 86.35 never smoked 27.00 0
## 2575 Rural 71.26 Unknown 26.00 0
## 2576 Urban 72.61 never smoked 27.00 0
## 2577 Urban 110.78 never smoked 27.00 0
## 2578 Urban 99.78 never smoked 27.00 0
## 2579 Rural 201.45 smokes 28.00 0
## 2580 Urban 127.78 Unknown 26.00 0
## 2581 Rural 121.32 never smoked 27.00 0
## 2582 Urban 83.89 never smoked 25.00 0
## 2583 Rural 74.06 never smoked 26.00 0
## 2584 Urban 206.15 never smoked 26.00 0
## 2585 Rural 102.90 Unknown 23.00 0
## 2586 Urban 65.48 never smoked 28.00 0
## 2587 Urban 123.23 Unknown 27.00 0
## 2588 Rural 71.30 never smoked 28.00 0
## 2589 Rural 79.05 Unknown 26.00 0
## 2590 Rural 102.21 never smoked 26.00 0
## 2591 Urban 105.22 Unknown 25.00 0
## 2592 Rural 84.58 Unknown 24.00 0
## 2593 Urban 77.30 never smoked 24.00 0
## 2594 Rural 74.79 Unknown 24.00 0
## 2595 Rural 88.75 Unknown 24.00 0
## 2596 Rural 97.97 never smoked 27.00 0
## 2597 Rural 79.18 Unknown 28.00 0
## 2598 Urban 81.33 never smoked 26.00 0
## 2599 Urban 126.68 never smoked 27.00 0
## 2600 Urban 196.61 never smoked 25.00 0
## 2601 Urban 219.92 formerly smoked 25.00 0
## 2602 Rural 79.16 formerly smoked 23.00 0
## 2603 Urban 99.68 formerly smoked 24.00 0
## 2604 Urban 79.55 formerly smoked 26.00 0
## 2605 Rural 87.86 formerly smoked 27.00 0
## 2606 Urban 76.92 Unknown 23.05 0
## 2607 Rural 77.24 Unknown 23.00 0
## 2608 Urban 120.94 formerly smoked 26.00 0
## 2609 Rural 77.66 never smoked 23.00 0
## 2610 Rural 231.95 never smoked 25.00 0
## 2611 Urban 111.48 smokes 28.00 0
## 2612 Urban 84.25 Unknown 28.00 0
## 2613 Rural 216.38 never smoked 23.00 0
## 2614 Rural 95.01 never smoked 24.00 0
## 2615 Urban 105.74 formerly smoked 23.00 0
## 2616 Rural 58.41 Unknown 24.00 0
## 2617 Urban 56.89 smokes 27.00 0
## 2618 Urban 86.25 never smoked 24.00 0
## 2619 Rural 86.49 Unknown 24.00 0
## 2620 Rural 115.47 Unknown 27.00 0
## 2621 Rural 92.22 Unknown 23.00 0
## 2622 Rural 83.16 smokes 24.00 0
## 2623 Rural 110.68 formerly smoked 24.00 0
## 2624 Rural 70.06 Unknown 26.00 0
## 2625 Urban 213.33 formerly smoked 26.00 0
## 2626 Urban 93.52 Unknown 22.50 0
## 2627 Rural 87.62 smokes 24.00 0
## 2628 Rural 77.67 never smoked 24.00 0
## 2629 Rural 95.66 smokes 26.00 0
## 2630 Urban 172.33 formerly smoked 24.00 0
## 2631 Urban 106.59 Unknown 24.00 0
## 2632 Urban 87.06 never smoked 25.00 0
## 2633 Rural 93.02 formerly smoked 24.00 0
## 2634 Urban 243.59 never smoked 26.00 0
## 2635 Urban 86.70 Unknown 24.00 0
## 2636 Rural 97.81 formerly smoked 27.00 0
## 2637 Urban 116.04 never smoked 27.00 0
## 2638 Urban 169.43 formerly smoked 28.00 0
## 2639 Rural 68.41 smokes 26.00 0
## 2640 Rural 94.44 Unknown 24.00 0
## 2641 Urban 73.48 smokes 27.00 0
## 2642 Rural 183.87 never smoked 23.00 0
## 2643 Rural 66.08 never smoked 27.00 0
## 2644 Rural 72.19 Unknown 25.00 0
## 2645 Rural 101.09 smokes 26.00 0
## 2646 Urban 88.83 never smoked 28.00 0
## 2647 Rural 69.99 smokes 28.00 0
## 2648 Urban 102.40 smokes 23.00 0
## 2649 Rural 87.26 smokes 27.00 0
## 2650 Urban 146.59 Unknown 27.00 0
## 2651 Rural 59.00 Unknown 26.00 0
## 2652 Urban 76.83 never smoked 24.00 0
## 2653 Urban 101.83 Unknown 23.00 0
## 2654 Urban 90.92 never smoked 24.00 0
## 2655 Urban 67.50 smokes 27.00 0
## 2656 Urban 97.16 Unknown 23.00 0
## 2657 Urban 85.62 formerly smoked 25.00 0
## 2658 Rural 129.43 never smoked 23.00 0
## 2659 Urban 106.01 smokes 27.00 0
## 2660 Rural 114.82 Unknown 28.00 0
## 2661 Urban 121.39 Unknown 26.00 0
## 2662 Urban 227.98 Unknown 28.00 0
## 2663 Urban 78.97 never smoked 27.33 0
## 2664 Urban 84.12 Unknown 24.00 0
## 2665 Urban 95.04 never smoked 20.92 0
## 2666 Rural 103.15 smokes 23.00 0
## 2667 Urban 82.91 formerly smoked 26.00 0
## 2668 Urban 70.93 Unknown 27.00 0
## 2669 Rural 153.60 formerly smoked 24.00 0
## 2670 Urban 129.43 never smoked 23.00 0
## 2671 Rural 81.00 formerly smoked 27.00 0
## 2672 Rural 71.81 Unknown 23.06 0
## 2673 Urban 84.46 formerly smoked 25.00 0
## 2674 Rural 101.32 formerly smoked 26.00 0
## 2675 Urban 62.56 never smoked 27.00 0
## 2676 Urban 208.20 formerly smoked 27.00 0
## 2677 Urban 199.42 never smoked 24.00 0
## 2678 Urban 91.28 Unknown 23.00 0
## 2679 Urban 77.99 formerly smoked 28.00 0
## 2680 Urban 190.13 never smoked 23.00 0
## 2681 Urban 149.68 never smoked 27.00 0
## 2682 Rural 92.30 Unknown 26.00 0
## 2683 Rural 235.54 formerly smoked 24.00 0
## 2684 Rural 84.46 Unknown 44.71 0
## 2685 Rural 68.70 Unknown 28.00 0
## 2686 Urban 178.89 Unknown 26.00 0
## 2687 Rural 227.74 smokes 26.00 0
## 2688 Rural 100.66 Unknown 27.00 0
## 2689 Urban 73.62 Unknown 27.00 0
## 2690 Rural 100.05 smokes 25.00 0
## 2691 Rural 213.80 never smoked 25.00 0
## 2692 Rural 103.94 smokes 24.00 0
## 2693 Urban 84.20 Unknown 25.00 0
## 2694 Urban 250.80 never smoked 28.00 0
## 2695 Rural 112.29 Unknown 25.00 0
## 2696 Urban 65.98 never smoked 25.00 0
## 2697 Urban 99.10 Unknown 24.00 0
## 2698 Rural 217.84 never smoked 24.00 0
## 2699 Urban 104.34 Unknown 24.00 0
## 2700 Rural 217.00 formerly smoked 23.00 0
## 2701 Rural 57.47 formerly smoked 28.00 0
## 2702 Urban 78.24 never smoked 24.00 0
## 2703 Rural 94.38 never smoked 23.00 0
## 2704 Urban 100.31 never smoked 25.00 0
## 2705 Urban 74.29 smokes 23.00 0
## 2706 Rural 103.43 smokes 28.00 0
## 2707 Urban 99.83 formerly smoked 27.00 0
## 2708 Urban 217.40 never smoked 35.68 0
## 2709 Urban 71.81 Unknown 28.00 0
## 2710 Urban 79.79 smokes 26.00 0
## 2711 Urban 190.92 never smoked 25.00 0
## 2712 Urban 94.76 formerly smoked 25.00 0
## 2713 Urban 101.43 formerly smoked 25.00 0
## 2714 Rural 115.86 never smoked 24.08 0
## 2715 Rural 95.27 Unknown 22.16 0
## 2716 Rural 89.02 never smoked 28.00 0
## 2717 Urban 77.55 Unknown 23.00 0
## 2718 Urban 75.86 Unknown 28.00 0
## 2719 Rural 93.62 never smoked 26.00 0
## 2720 Rural 72.71 formerly smoked 24.00 0
## 2721 Rural 94.45 formerly smoked 24.00 0
## 2722 Rural 88.57 never smoked 26.00 0
## 2723 Urban 84.12 formerly smoked 28.00 0
## 2724 Urban 89.11 smokes 27.00 0
## 2725 Rural 99.83 smokes 26.00 0
## 2726 Rural 150.03 never smoked 25.00 0
## 2727 Urban 69.67 formerly smoked 28.00 0
## 2728 Urban 77.46 formerly smoked 23.00 0
## 2729 Urban 100.54 smokes 24.00 0
## 2730 Rural 142.38 never smoked 23.00 0
## 2731 Rural 110.87 smokes 26.00 0
## 2732 Urban 73.60 never smoked 25.00 0
## 2733 Rural 59.52 never smoked 23.00 0
## 2734 Urban 142.68 Unknown 28.00 0
## 2735 Urban 182.90 smokes 25.00 0
## 2736 Urban 75.28 formerly smoked 28.00 0
## 2737 Rural 100.75 never smoked 24.00 0
## 2738 Rural 163.82 never smoked 27.00 0
## 2739 Urban 110.42 smokes 25.00 0
## 2740 Rural 105.18 Unknown 24.00 0
## 2741 Rural 79.59 Unknown 23.00 0
## 2742 Rural 107.99 never smoked 24.00 0
## 2743 Rural 90.22 formerly smoked 27.00 0
## 2744 Rural 143.45 never smoked 23.00 0
## 2745 Rural 78.57 Unknown 28.00 0
## 2746 Rural 79.82 Unknown 27.00 0
## 2747 Urban 95.88 never smoked 23.00 0
## 2748 Urban 123.04 never smoked 25.00 0
## 2749 Urban 92.34 smokes 33.82 0
## 2750 Rural 116.84 never smoked 23.00 0
## 2751 Urban 90.04 formerly smoked 24.00 0
## 2752 Rural 255.17 formerly smoked 24.00 0
## 2753 Rural 217.55 smokes 27.00 0
## 2754 Urban 123.66 never smoked 28.00 0
## 2755 Urban 112.16 Unknown 28.00 0
## 2756 Urban 88.43 Unknown 27.00 0
## 2757 Urban 86.03 never smoked 23.00 0
## 2758 Urban 227.96 Unknown 24.00 0
## 2759 Rural 85.60 Unknown 26.00 0
## 2760 Rural 111.68 never smoked 23.00 0
## 2761 Urban 73.49 never smoked 26.00 0
## 2762 Urban 87.82 formerly smoked 25.00 0
## 2763 Rural 99.29 Unknown 26.00 0
## 2764 Rural 63.73 Unknown 27.00 0
## 2765 Urban 85.55 never smoked 27.00 0
## 2766 Urban 79.20 never smoked 27.00 0
## 2767 Urban 105.93 never smoked 23.00 0
## 2768 Urban 94.19 formerly smoked 23.00 0
## 2769 Rural 231.71 Unknown 26.00 0
## 2770 Rural 69.28 formerly smoked 27.00 0
## 2771 Urban 71.37 never smoked 23.00 0
## 2772 Urban 110.18 formerly smoked 23.00 0
## 2773 Rural 59.68 formerly smoked 29.94 0
## 2774 Urban 94.24 formerly smoked 27.00 0
## 2775 Rural 82.10 Unknown 27.00 0
## 2776 Urban 62.62 formerly smoked 25.00 0
## 2777 Urban 107.83 Unknown 25.00 0
## 2778 Urban 107.59 formerly smoked 23.00 0
## 2779 Urban 116.98 never smoked 23.00 0
## 2780 Rural 84.10 Unknown 23.00 0
## 2781 Urban 160.64 smokes 24.00 0
## 2782 Urban 84.40 never smoked 27.00 0
## 2783 Rural 81.13 never smoked 26.00 0
## 2784 Urban 88.19 never smoked 23.00 0
## 2785 Rural 127.13 Unknown 25.00 0
## 2786 Rural 119.61 Unknown 24.00 0
## 2787 Urban 143.47 formerly smoked 26.00 0
## 2788 Rural 84.60 smokes 26.00 0
## 2789 Rural 110.72 never smoked 27.00 0
## 2790 Rural 158.93 smokes 24.00 0
## 2791 Rural 68.94 Unknown 25.48 0
## 2792 Rural 69.38 Unknown 25.00 0
## 2793 Urban 72.00 never smoked 27.00 0
## 2794 Rural 57.76 smokes 28.00 0
## 2795 Rural 108.65 never smoked 24.00 0
## 2796 Rural 65.42 never smoked 28.00 0
## 2797 Rural 78.93 formerly smoked 25.00 0
## 2798 Rural 98.34 Unknown 26.00 0
## 2799 Rural 82.57 Unknown 27.00 0
## 2800 Urban 124.37 never smoked 24.00 0
## 2801 Urban 100.96 never smoked 24.85 0
## 2802 Urban 75.22 Unknown 27.00 0
## 2803 Urban 59.85 never smoked 28.00 0
## 2804 Rural 104.75 Unknown 27.00 0
## 2805 Rural 70.98 Unknown 25.00 0
## 2806 Rural 92.77 Unknown 27.00 0
## 2807 Urban 82.12 smokes 24.00 0
## 2808 Rural 106.35 never smoked 27.00 0
## 2809 Rural 77.33 Unknown 28.00 0
## 2810 Urban 96.01 Unknown 24.00 0
## 2811 Urban 107.49 never smoked 27.00 0
## 2812 Rural 88.47 smokes 28.00 0
## 2813 Rural 87.92 Unknown 23.00 0
## 2814 Urban 91.13 never smoked 24.00 0
## 2815 Rural 80.72 formerly smoked 26.00 0
## 2816 Rural 59.83 never smoked 23.00 0
## 2817 Urban 67.02 formerly smoked 25.35 0
## 2818 Rural 60.22 never smoked 25.16 0
## 2819 Rural 82.41 smokes 26.00 0
## 2820 Urban 75.78 Unknown 26.00 0
## 2821 Rural 102.42 never smoked 27.00 0
## 2822 Rural 98.45 Unknown 23.00 0
## 2823 Urban 93.51 smokes 24.00 0
## 2824 Rural 113.68 Unknown 26.00 0
## 2825 Rural 97.41 never smoked 26.00 0
## 2826 Urban 58.65 smokes 24.00 0
## 2827 Rural 81.68 Unknown 24.00 0
## 2828 Urban 148.52 Unknown 28.00 0
## 2829 Urban 77.55 formerly smoked 23.00 0
## 2830 Rural 142.12 smokes 24.00 0
## 2831 Urban 125.30 formerly smoked 24.00 0
## 2832 Rural 118.81 smokes 23.00 0
## 2833 Urban 84.16 smokes 25.00 0
## 2834 Urban 78.74 smokes 24.00 0
## 2835 Urban 57.51 Unknown 24.00 0
## 2836 Urban 61.11 never smoked 23.00 0
## 2837 Urban 78.30 Unknown 26.00 0
## 2838 Urban 76.19 never smoked 25.00 0
## 2839 Rural 115.99 never smoked 24.00 0
## 2840 Rural 100.80 never smoked 23.00 0
## 2841 Urban 98.27 Unknown 27.00 0
## 2842 Rural 93.85 never smoked 26.00 0
## 2843 Rural 94.69 smokes 23.00 0
## 2844 Urban 136.23 Unknown 26.00 0
## 2845 Rural 56.12 smokes 23.00 0
## 2846 Rural 93.03 Unknown 25.00 0
## 2847 Rural 196.81 never smoked 23.00 0
## 2848 Rural 87.81 formerly smoked 26.00 0
## 2849 Urban 222.66 formerly smoked 24.00 0
## 2850 Rural 223.58 never smoked 25.00 0
## 2851 Urban 85.77 never smoked 23.00 0
## 2852 Rural 88.23 Unknown 25.00 0
## 2853 Urban 73.65 Unknown 26.00 0
## 2854 Urban 141.80 never smoked 28.00 0
## 2855 Rural 92.65 Unknown 27.00 0
## 2856 Rural 198.79 smokes 28.00 0
## 2857 Rural 61.04 Unknown 24.00 0
## 2858 Rural 102.88 Unknown 28.00 0
## 2859 Urban 123.39 Unknown 27.00 0
## 2860 Rural 67.07 never smoked 25.00 0
## 2861 Rural 69.88 smokes 27.00 0
## 2862 Urban 57.02 Unknown 27.00 0
## 2863 Urban 123.81 never smoked 23.00 0
## 2864 Rural 73.36 formerly smoked 28.00 0
## 2865 Rural 90.54 never smoked 25.00 0
## 2866 Urban 69.24 never smoked 19.12 0
## 2867 Urban 192.39 never smoked 28.00 0
## 2868 Rural 233.30 Unknown 28.00 0
## 2869 Urban 74.35 formerly smoked 25.00 0
## 2870 Rural 71.94 smokes 27.00 0
## 2871 Rural 82.35 never smoked 24.00 0
## 2872 Rural 73.28 never smoked 26.00 0
## 2873 Rural 97.57 Unknown 24.00 0
## 2874 Rural 83.30 smokes 25.00 0
## 2875 Urban 85.07 Unknown 27.00 0
## 2876 Urban 60.40 Unknown 26.00 0
## 2877 Urban 79.96 formerly smoked 25.00 0
## 2878 Rural 70.96 Unknown 25.00 0
## 2879 Urban 82.86 never smoked 28.00 0
## 2880 Rural 97.87 smokes 23.00 0
## 2881 Rural 201.38 never smoked 23.00 0
## 2882 Urban 91.82 Unknown 25.00 0
## 2883 Rural 91.85 smokes 23.00 0
## 2884 Urban 99.23 formerly smoked 27.00 0
## 2885 Urban 68.13 formerly smoked 21.45 0
## 2886 Rural 93.76 formerly smoked 27.00 0
## 2887 Rural 103.89 never smoked 24.00 0
## 2888 Urban 87.39 Unknown 27.00 0
## 2889 Urban 89.53 Unknown 26.00 0
## 2890 Urban 66.61 Unknown 25.00 0
## 2891 Rural 236.14 Unknown 24.00 0
## 2892 Urban 99.76 formerly smoked 25.00 0
## 2893 Urban 87.09 Unknown 24.00 0
## 2894 Urban 193.81 never smoked 27.00 0
## 2895 Rural 97.27 never smoked 25.00 0
## 2896 Urban 137.77 never smoked 26.00 0
## 2897 Urban 105.19 smokes 25.00 0
## 2898 Urban 82.72 never smoked 24.00 0
## 2899 Urban 58.35 Unknown 25.00 0
## 2900 Urban 68.79 never smoked 27.00 0
## 2901 Urban 94.19 never smoked 25.00 0
## 2902 Rural 121.17 formerly smoked 24.00 0
## 2903 Rural 106.41 never smoked 23.00 0
## 2904 Rural 104.79 Unknown 23.00 0
## 2905 Urban 82.18 never smoked 28.00 0
## 2906 Urban 96.81 smokes 25.00 0
## 2907 Rural 107.42 formerly smoked 25.00 0
## 2908 Rural 69.20 never smoked 28.00 0
## 2909 Urban 92.73 never smoked 27.00 0
## 2910 Urban 86.11 never smoked 27.00 0
## 2911 Rural 111.78 smokes 24.00 0
## 2912 Urban 122.26 never smoked 23.00 0
## 2913 Rural 78.16 never smoked 24.00 0
## 2914 Rural 105.77 never smoked 26.00 0
## 2915 Urban 102.97 smokes 25.00 0
## 2916 Urban 77.53 formerly smoked 23.00 0
## 2917 Urban 77.35 never smoked 24.00 0
## 2918 Urban 82.36 Unknown 25.00 0
## 2919 Rural 239.95 smokes 27.00 0
## 2920 Urban 61.96 smokes 28.00 0
## 2921 Rural 72.10 never smoked 26.00 0
## 2922 Rural 107.97 Unknown 27.00 0
## 2923 Urban 60.77 smokes 28.00 0
## 2924 Urban 71.06 never smoked 27.00 0
## 2925 Urban 60.36 never smoked 24.00 0
## 2926 Urban 83.33 Unknown 32.66 0
## 2927 Urban 65.33 never smoked 21.02 0
## 2928 Urban 113.28 never smoked 24.00 0
## 2929 Urban 170.88 Unknown 25.00 0
## 2930 Urban 103.34 Unknown 27.00 0
## 2931 Rural 106.08 formerly smoked 23.00 0
## 2932 Urban 156.45 never smoked 23.00 0
## 2933 Urban 60.05 Unknown 28.00 0
## 2934 Rural 114.05 never smoked 25.00 0
## 2935 Urban 202.21 formerly smoked 27.00 0
## 2936 Rural 57.28 never smoked 23.00 0
## 2937 Rural 99.49 Unknown 23.00 0
## 2938 Urban 63.60 never smoked 28.00 0
## 2939 Urban 80.01 formerly smoked 28.00 0
## 2940 Urban 58.42 formerly smoked 26.00 0
## 2941 Urban 67.38 formerly smoked 26.00 0
## 2942 Rural 73.58 Unknown 23.00 0
## 2943 Urban 103.92 Unknown 23.00 0
## 2944 Rural 80.22 never smoked 27.00 0
## 2945 Rural 103.76 never smoked 28.00 0
## 2946 Urban 77.06 never smoked 24.00 0
## 2947 Rural 90.22 Unknown 28.00 0
## 2948 Urban 181.30 never smoked 25.00 0
## 2949 Rural 85.29 formerly smoked 18.87 0
## 2950 Urban 107.59 smokes 25.00 0
## 2951 Urban 87.72 smokes 28.00 0
## 2952 Rural 70.73 smokes 27.00 0
## 2953 Urban 72.75 Unknown 23.00 0
## 2954 Rural 95.47 smokes 23.00 0
## 2955 Urban 70.54 Unknown 25.00 0
## 2956 Urban 100.03 never smoked 28.00 0
## 2957 Rural 59.78 Unknown 26.00 0
## 2958 Urban 198.79 never smoked 28.00 0
## 2959 Rural 90.39 never smoked 27.00 0
## 2960 Rural 147.04 Unknown 27.00 0
## 2961 Urban 202.55 formerly smoked 25.00 0
## 2962 Rural 64.92 smokes 23.00 0
## 2963 Rural 154.60 formerly smoked 25.00 0
## 2964 Urban 95.98 smokes 24.00 0
## 2965 Rural 102.51 smokes 27.82 0
## 2966 Urban 96.52 Unknown 23.00 0
## 2967 Rural 232.12 never smoked 23.00 0
## 2968 Rural 78.12 Unknown 26.00 0
## 2969 Urban 70.04 never smoked 26.00 0
## 2970 Rural 97.61 smokes 23.00 0
## 2971 Urban 113.11 Unknown 28.00 0
## 2972 Rural 71.06 formerly smoked 27.00 0
## 2973 Rural 104.95 Unknown 26.00 0
## 2974 Urban 81.94 smokes 24.00 0
## 2975 Urban 96.37 formerly smoked 24.00 0
## 2976 Rural 114.16 never smoked 28.00 0
## 2977 Rural 93.58 smokes 28.00 0
## 2978 Urban 73.89 Unknown 28.00 0
## 2979 Rural 107.83 smokes 23.00 0
## 2980 Urban 107.21 formerly smoked 27.00 0
## 2981 Rural 99.35 smokes 28.00 0
## 2982 Rural 203.57 Unknown 25.00 0
## 2983 Rural 81.51 never smoked 26.00 0
## 2984 Rural 69.26 formerly smoked 24.00 0
## 2985 Urban 111.47 never smoked 26.00 0
## 2986 Rural 86.09 never smoked 25.00 0
## 2987 Rural 72.94 formerly smoked 27.00 0
## 2988 Urban 76.77 Unknown 24.00 0
## 2989 Rural 60.32 never smoked 25.00 0
## 2990 Rural 133.24 never smoked 26.00 0
## 2991 Rural 65.01 formerly smoked 25.00 0
## 2992 Urban 74.63 never smoked 24.00 0
## 2993 Rural 230.78 never smoked 26.00 0
## 2994 Urban 72.50 formerly smoked 23.00 0
## 2995 Urban 68.48 never smoked 28.00 0
## 2996 Urban 85.03 formerly smoked 28.00 0
## 2997 Urban 80.76 smokes 28.00 0
## 2998 Urban 204.98 formerly smoked 26.00 0
## 2999 Rural 95.36 formerly smoked 25.41 0
## 3000 Urban 110.33 Unknown 23.00 0
## 3001 Urban 89.18 formerly smoked 24.00 0
## 3002 Rural 91.53 formerly smoked 26.00 0
## 3003 Rural 65.16 never smoked 25.00 0
## 3004 Rural 74.53 never smoked 26.00 0
## 3005 Rural 93.29 Unknown 25.00 0
## 3006 Urban 227.89 formerly smoked 28.00 0
## 3007 Urban 121.46 Unknown 27.00 0
## 3008 Rural 69.35 never smoked 24.00 0
## 3009 Rural 216.71 never smoked 27.00 0
## 3010 Rural 74.96 Unknown 25.00 0
## 3011 Rural 75.25 smokes 28.00 0
## 3012 Rural 91.82 formerly smoked 27.00 0
## 3013 Urban 56.37 smokes 27.00 0
## 3014 Rural 149.15 Unknown 25.00 0
## 3015 Urban 202.67 formerly smoked 24.00 0
## 3016 Rural 65.38 Unknown 26.00 0
## 3017 Urban 90.31 smokes 27.00 0
## 3018 Rural 221.80 formerly smoked 25.00 0
## 3019 Rural 73.39 Unknown 25.00 0
## 3020 Urban 147.12 formerly smoked 23.00 0
## 3021 Urban 109.85 Unknown 23.00 0
## 3022 Rural 103.21 formerly smoked 25.00 0
## 3023 Urban 81.25 smokes 28.00 0
## 3024 Urban 84.69 never smoked 28.00 0
## 3025 Rural 87.10 smokes 24.00 0
## 3026 Rural 81.92 Unknown 25.00 0
## 3027 Urban 90.91 Unknown 28.00 0
## 3028 Urban 64.40 never smoked 26.00 0
## 3029 Rural 85.48 smokes 27.00 0
## 3030 Rural 67.29 formerly smoked 23.00 0
## 3031 Urban 124.48 Unknown 24.00 0
## 3032 Urban 62.89 Unknown 27.00 0
## 3033 Urban 87.51 formerly smoked 25.00 0
## 3034 Urban 93.15 Unknown 24.00 0
## 3035 Urban 64.87 Unknown 27.00 0
## 3036 Urban 90.68 smokes 24.00 0
## 3037 Urban 104.64 Unknown 27.00 0
## 3038 Urban 92.44 never smoked 26.00 0
## 3039 Rural 120.46 Unknown 23.00 0
## 3040 Urban 89.87 never smoked 23.50 0
## 3041 Urban 105.28 formerly smoked 28.00 0
## 3042 Rural 131.80 never smoked 25.00 0
## 3043 Rural 66.33 Unknown 27.00 0
## 3044 Rural 101.07 Unknown 23.00 0
## 3045 Rural 83.37 formerly smoked 25.00 0
## 3046 Urban 79.80 smokes 28.00 0
## 3047 Rural 103.17 formerly smoked 26.00 0
## 3048 Urban 62.52 never smoked 23.00 0
## 3049 Urban 75.78 smokes 28.00 0
## 3050 Urban 110.36 formerly smoked 26.00 0
## 3051 Rural 140.07 never smoked 23.00 0
## 3052 Rural 84.86 never smoked 24.00 0
## 3053 Rural 106.85 never smoked 27.00 0
## 3054 Rural 102.07 never smoked 26.00 0
## 3055 Urban 202.38 Unknown 28.00 0
## 3056 Urban 67.07 never smoked 23.00 0
## 3057 Rural 73.70 never smoked 28.00 0
## 3058 Urban 77.59 never smoked 27.00 0
## 3059 Rural 69.16 Unknown 26.00 0
## 3060 Urban 91.44 Unknown 25.00 0
## 3061 Rural 215.81 never smoked 28.00 0
## 3062 Rural 65.40 formerly smoked 26.00 0
## 3063 Urban 139.72 never smoked 25.00 0
## 3064 Urban 72.81 Unknown 24.00 0
## 3065 Urban 149.17 never smoked 23.00 0
## 3066 Urban 125.74 Unknown 28.00 0
## 3067 Urban 90.21 never smoked 26.00 0
## 3068 Urban 139.48 formerly smoked 25.00 0
## 3069 Urban 90.77 never smoked 25.00 0
## 3070 Urban 220.24 never smoked 25.00 0
## 3071 Rural 81.42 never smoked 24.94 0
## 3072 Urban 102.36 never smoked 27.00 0
## 3073 Urban 82.85 smokes 24.00 0
## 3074 Urban 102.11 never smoked 27.00 0
## 3075 Rural 195.61 never smoked 26.00 0
## 3076 Urban 80.92 smokes 26.00 0
## 3077 Rural 71.80 never smoked 28.00 0
## 3078 Urban 88.47 never smoked 27.00 0
## 3079 Urban 67.68 formerly smoked 27.00 0
## 3080 Rural 98.65 Unknown 27.00 0
## 3081 Rural 83.58 never smoked 26.00 0
## 3082 Rural 104.04 formerly smoked 24.00 0
## 3083 Rural 69.40 Unknown 28.00 0
## 3084 Urban 106.22 never smoked 28.00 0
## 3085 Rural 112.46 never smoked 28.00 0
## 3086 Rural 72.42 never smoked 19.23 0
## 3087 Rural 96.73 never smoked 26.00 0
## 3088 Urban 107.40 Unknown 26.00 0
## 3089 Urban 267.61 smokes 23.00 0
## 3090 Rural 109.46 never smoked 27.00 0
## 3091 Rural 120.05 Unknown 24.00 0
## 3092 Rural 106.33 Unknown 26.00 0
## 3093 Urban 97.28 Unknown 23.00 0
## 3094 Rural 83.13 smokes 24.00 0
## 3095 Urban 97.35 Unknown 23.00 0
## 3096 Urban 79.54 Unknown 23.00 0
## 3097 Urban 76.55 Unknown 26.00 0
## 3098 Urban 56.11 Unknown 27.00 0
## 3099 Rural 91.36 formerly smoked 24.00 0
## 3100 Rural 79.27 smokes 27.00 0
## 3101 Urban 113.21 smokes 24.00 0
## 3102 Urban 105.99 never smoked 28.00 0
## 3103 Rural 59.93 formerly smoked 25.00 0
## 3104 Rural 88.83 Unknown 23.00 0
## 3105 Urban 73.37 smokes 23.00 0
## 3106 Urban 115.42 smokes 24.00 0
## 3107 Rural 71.93 Unknown 24.00 0
## 3108 Rural 96.43 Unknown 28.00 0
## 3109 Urban 161.95 never smoked 23.00 0
## 3110 Urban 104.55 smokes 23.00 0
## 3111 Urban 71.25 Unknown 23.00 0
## 3112 Urban 160.87 formerly smoked 26.00 0
## 3113 Urban 82.02 smokes 27.00 0
## 3114 Urban 78.02 never smoked 26.00 0
## 3115 Urban 115.21 Unknown 24.69 0
## 3116 Urban 65.12 never smoked 28.00 0
## 3117 Rural 143.33 formerly smoked 26.00 0
## 3118 Rural 80.55 Unknown 27.00 0
## 3119 Urban 88.20 never smoked 24.00 0
## 3120 Rural 147.42 Unknown 23.00 0
## 3121 Rural 86.53 never smoked 26.00 0
## 3122 Rural 91.95 Unknown 28.00 0
## 3123 Rural 63.72 smokes 23.00 0
## 3124 Rural 63.78 never smoked 23.00 0
## 3125 Urban 55.64 never smoked 24.00 0
## 3126 Urban 88.88 never smoked 25.00 0
## 3127 Urban 114.61 formerly smoked 28.00 0
## 3128 Rural 56.08 formerly smoked 23.00 0
## 3129 Rural 59.62 never smoked 27.00 0
## 3130 Urban 75.85 Unknown 22.33 0
## 3131 Rural 176.71 never smoked 24.00 0
## 3132 Urban 80.07 Unknown 27.00 0
## 3133 Rural 56.33 Unknown 27.00 0
## 3134 Urban 87.16 never smoked 24.00 0
## 3135 Rural 102.46 never smoked 23.00 0
## 3136 Rural 84.10 Unknown 23.00 0
## 3137 Rural 161.00 smokes 26.00 0
## 3138 Urban 70.70 Unknown 27.00 0
## 3139 Rural 81.26 Unknown 26.00 0
## 3140 Rural 157.67 formerly smoked 23.00 0
## 3141 Urban 89.59 Unknown 24.00 0
## 3142 Urban 64.02 smokes 27.00 0
## 3143 Rural 110.69 Unknown 26.00 0
## 3144 Rural 71.97 never smoked 27.00 0
## 3145 Rural 82.07 Unknown 24.00 0
## 3146 Rural 65.07 never smoked 27.00 0
## 3147 Rural 207.62 never smoked 24.00 0
## 3148 Urban 108.64 never smoked 25.00 0
## 3149 Urban 201.58 Unknown 26.00 0
## 3150 Urban 116.20 formerly smoked 27.00 0
## 3151 Rural 231.43 smokes 23.00 0
## 3152 Urban 112.62 never smoked 25.00 0
## 3153 Urban 220.26 formerly smoked 28.00 0
## 3154 Urban 84.37 Unknown 27.00 0
## 3155 Rural 82.83 formerly smoked 27.00 0
## 3156 Urban 102.48 formerly smoked 26.00 0
## 3157 Rural 69.12 never smoked 28.00 0
## 3158 Urban 211.12 never smoked 28.00 0
## 3159 Rural 95.38 formerly smoked 23.00 0
## 3160 Rural 108.72 formerly smoked 23.00 0
## 3161 Rural 88.65 never smoked 28.00 0
## 3162 Urban 177.91 Unknown 24.00 0
## 3163 Urban 90.19 Unknown 24.00 0
## 3164 Rural 73.78 smokes 27.00 0
## 3165 Urban 82.85 smokes 26.00 0
## 3166 Rural 59.48 Unknown 25.00 0
## 3167 Rural 75.77 formerly smoked 26.00 0
## 3168 Rural 80.96 formerly smoked 26.32 0
## 3169 Rural 82.40 smokes 25.27 0
## 3170 Urban 78.93 Unknown 27.00 0
## 3171 Urban 80.59 Unknown 25.00 0
## 3172 Urban 70.59 Unknown 26.00 0
## 3173 Rural 98.57 never smoked 24.00 0
## 3174 Rural 61.87 Unknown 26.00 0
## 3175 Urban 68.88 Unknown 26.00 0
## 3176 Urban 66.25 Unknown 27.00 0
## 3177 Rural 84.18 smokes 23.00 0
## 3178 Rural 69.23 smokes 26.00 0
## 3179 Rural 73.20 Unknown 25.00 0
## 3180 Urban 103.45 smokes 24.00 0
## 3181 Urban 104.86 never smoked 24.00 0
## 3182 Urban 90.30 smokes 23.00 0
## 3183 Rural 90.87 never smoked 25.00 0
## 3184 Rural 76.21 Unknown 23.00 0
## 3185 Rural 74.14 formerly smoked 25.00 0
## 3186 Urban 87.25 smokes 24.00 0
## 3187 Rural 215.33 formerly smoked 27.00 0
## 3188 Urban 88.38 smokes 23.00 0
## 3189 Rural 104.40 never smoked 25.00 0
## 3190 Urban 104.92 never smoked 26.00 0
## 3191 Urban 106.54 never smoked 24.00 0
## 3192 Rural 62.91 never smoked 23.00 0
## 3193 Rural 61.47 never smoked 28.00 0
## 3194 Rural 88.50 formerly smoked 28.00 0
## 3195 Rural 107.61 Unknown 25.00 0
## 3196 Urban 90.77 formerly smoked 28.00 0
## 3197 Urban 137.91 never smoked 27.00 0
## 3198 Rural 212.02 Unknown 24.00 0
## 3199 Urban 228.20 never smoked 25.00 0
## 3200 Urban 92.15 never smoked 25.00 0
## 3201 Urban 126.32 Unknown 28.00 0
## 3202 Rural 94.96 formerly smoked 25.00 0
## 3203 Urban 89.52 Unknown 23.00 0
## 3204 Rural 66.59 formerly smoked 26.00 0
## 3205 Urban 80.10 never smoked 23.00 0
## 3206 Urban 73.72 smokes 24.00 0
## 3207 Urban 90.49 formerly smoked 23.00 0
## 3208 Urban 92.99 formerly smoked 23.00 0
## 3209 Rural 62.57 never smoked 23.00 0
## 3210 Rural 65.51 formerly smoked 28.00 0
## 3211 Urban 95.29 smokes 24.00 0
## 3212 Urban 83.70 never smoked 23.00 0
## 3213 Rural 63.16 formerly smoked 25.00 0
## 3214 Urban 87.77 Unknown 26.00 0
## 3215 Urban 87.23 formerly smoked 26.00 0
## 3216 Urban 260.85 Unknown 27.00 0
## 3217 Rural 104.45 never smoked 27.00 0
## 3218 Urban 87.52 Unknown 23.00 0
## 3219 Rural 113.65 never smoked 28.00 0
## 3220 Rural 65.93 never smoked 26.00 0
## 3221 Urban 93.78 never smoked 23.00 0
## 3222 Rural 223.90 formerly smoked 26.00 0
## 3223 Urban 77.54 Unknown 23.00 0
## 3224 Urban 93.18 formerly smoked 27.00 0
## 3225 Rural 169.74 never smoked 25.00 0
## 3226 Urban 101.93 Unknown 23.00 0
## 3227 Urban 125.03 Unknown 23.00 0
## 3228 Urban 82.25 formerly smoked 24.00 0
## 3229 Urban 85.81 formerly smoked 25.00 0
## 3230 Rural 85.27 never smoked 28.77 0
## 3231 Urban 86.06 never smoked 26.00 0
## 3232 Urban 104.36 smokes 28.00 0
## 3233 Urban 78.29 formerly smoked 27.00 0
## 3234 Urban 93.55 Unknown 27.00 0
## 3235 Rural 207.96 formerly smoked 26.76 0
## 3236 Rural 105.52 never smoked 28.00 0
## 3237 Rural 109.27 formerly smoked 25.00 0
## 3238 Urban 91.34 never smoked 28.00 0
## 3239 Rural 176.78 never smoked 28.00 0
## 3240 Rural 67.73 never smoked 28.00 0
## 3241 Rural 73.27 Unknown 23.00 0
## 3242 Rural 70.29 formerly smoked 25.00 0
## 3243 Rural 91.47 Unknown 23.00 0
## 3244 Urban 205.01 formerly smoked 26.00 0
## 3245 Rural 73.87 Unknown 24.00 0
## 3246 Rural 64.44 formerly smoked 26.00 0
## 3247 Rural 111.65 formerly smoked 26.00 0
## 3248 Rural 90.65 formerly smoked 23.00 0
## 3249 Urban 94.20 smokes 24.00 0
## 3250 Urban 56.95 Unknown 23.00 0
## 3251 Rural 92.37 never smoked 26.00 0
## 3252 Rural 127.23 Unknown 28.00 0
## 3253 Rural 191.78 Unknown 28.00 0
## 3254 Rural 86.36 smokes 24.00 0
## 3255 Urban 82.72 smokes 28.00 0
## 3256 Urban 113.57 formerly smoked 20.87 0
## 3257 Urban 89.58 Unknown 24.00 0
## 3258 Rural 91.85 formerly smoked 28.00 0
## 3259 Urban 88.89 never smoked 25.00 0
## 3260 Urban 79.55 never smoked 23.00 0
## 3261 Urban 108.62 Unknown 23.00 0
## 3262 Urban 78.24 Unknown 27.00 0
## 3263 Rural 88.49 smokes 24.00 0
## 3264 Rural 91.85 formerly smoked 23.00 0
## 3265 Rural 72.01 formerly smoked 26.00 0
## 3266 Rural 81.96 never smoked 28.00 0
## 3267 Urban 70.56 smokes 23.00 0
## 3268 Urban 71.02 never smoked 28.00 0
## 3269 Rural 99.75 Unknown 25.00 0
## 3270 Urban 127.20 never smoked 26.00 0
## 3271 Rural 69.76 smokes 24.00 0
## 3272 Rural 74.63 formerly smoked 26.00 0
## 3273 Rural 102.27 formerly smoked 23.00 0
## 3274 Rural 73.56 smokes 27.00 0
## 3275 Urban 57.77 formerly smoked 25.46 0
## 3276 Urban 151.25 never smoked 23.00 0
## 3277 Urban 78.32 Unknown 24.00 0
## 3278 Rural 71.50 never smoked 28.00 0
## 3279 Urban 84.70 never smoked 24.00 0
## 3280 Urban 127.28 Unknown 23.00 0
## 3281 Rural 80.72 Unknown 23.00 0
## 3282 Rural 73.92 Unknown 28.00 0
## 3283 Urban 93.24 Unknown 25.00 0
## 3284 Urban 72.60 never smoked 26.00 0
## 3285 Rural 69.77 never smoked 26.00 0
## 3286 Urban 84.43 smokes 23.00 0
## 3287 Rural 84.13 never smoked 25.00 0
## 3288 Rural 81.54 formerly smoked 26.00 0
## 3289 Rural 57.17 formerly smoked 26.00 0
## 3290 Rural 86.15 never smoked 27.00 0
## 3291 Rural 163.02 never smoked 28.00 0
## 3292 Urban 110.41 never smoked 25.00 0
## 3293 Rural 102.58 never smoked 27.00 0
## 3294 Urban 90.97 Unknown 28.00 0
## 3295 Rural 140.96 smokes 25.00 0
## 3296 Rural 70.33 Unknown 26.53 0
## 3297 Rural 64.18 never smoked 26.00 0
## 3298 Rural 127.57 never smoked 26.00 0
## 3299 Urban 109.23 never smoked 25.00 0
## 3300 Urban 124.49 never smoked 25.00 0
## 3301 Rural 142.82 never smoked 26.00 0
## 3302 Rural 75.69 Unknown 28.00 0
## 3303 Urban 74.08 Unknown 27.00 0
## 3304 Urban 75.98 Unknown 34.84 0
## 3305 Rural 57.80 Unknown 28.00 0
## 3306 Urban 76.44 Unknown 28.00 0
## 3307 Urban 214.43 smokes 24.00 0
## 3308 Urban 79.03 Unknown 26.00 0
## 3309 Urban 66.46 formerly smoked 26.00 0
## 3310 Urban 56.42 never smoked 23.00 0
## 3311 Rural 112.72 Unknown 24.00 0
## 3312 Urban 114.02 Unknown 27.00 0
## 3313 Urban 72.33 smokes 23.00 0
## 3314 Rural 55.59 Unknown 26.10 0
## 3315 Rural 73.48 never smoked 24.00 0
## 3316 Urban 105.05 Unknown 26.00 0
## 3317 Urban 84.78 formerly smoked 27.00 0
## 3318 Rural 164.77 never smoked 24.00 0
## 3319 Rural 220.64 never smoked 25.00 0
## 3320 Urban 159.39 Unknown 27.00 0
## 3321 Urban 69.53 never smoked 28.00 0
## 3322 Urban 81.42 Unknown 26.00 0
## 3323 Urban 83.93 formerly smoked 24.00 0
## 3324 Rural 98.90 Unknown 26.00 0
## 3325 Urban 82.64 Unknown 28.00 0
## 3326 Rural 112.54 formerly smoked 25.00 0
## 3327 Rural 75.25 formerly smoked 27.00 0
## 3328 Urban 204.77 never smoked 26.00 0
## 3329 Urban 63.86 smokes 27.00 0
## 3330 Rural 72.20 Unknown 24.00 0
## 3331 Urban 80.08 never smoked 24.00 0
## 3332 Urban 101.61 Unknown 26.00 0
## 3333 Urban 114.32 Unknown 24.00 0
## 3334 Rural 80.82 never smoked 27.00 0
## 3335 Rural 90.60 never smoked 26.00 0
## 3336 Rural 93.67 Unknown 25.00 0
## 3337 Rural 87.15 never smoked 27.00 0
## 3338 Urban 80.72 smokes 23.00 0
## 3339 Urban 83.16 Unknown 27.00 0
## 3340 Rural 98.14 Unknown 25.00 0
## 3341 Urban 83.13 Unknown 25.00 0
## 3342 Rural 134.24 Unknown 23.00 0
## 3343 Urban 248.37 smokes 27.00 0
## 3344 Rural 61.75 Unknown 28.00 0
## 3345 Urban 70.55 Unknown 28.00 0
## 3346 Rural 124.38 formerly smoked 25.33 0
## 3347 Rural 92.21 never smoked 27.00 0
## 3348 Urban 148.72 never smoked 23.00 0
## 3349 Urban 79.25 Unknown 25.40 0
## 3350 Urban 82.09 smokes 26.72 0
## 3351 Urban 194.53 never smoked 25.00 0
## 3352 Rural 98.84 Unknown 23.85 0
## 3353 Rural 135.74 formerly smoked 25.00 0
## 3354 Rural 66.55 Unknown 25.00 0
## 3355 Urban 115.69 never smoked 24.00 0
## 3356 Rural 67.76 never smoked 25.00 0
## 3357 Rural 88.65 formerly smoked 28.00 0
## 3358 Rural 106.11 Unknown 28.00 0
## 3359 Rural 95.49 Unknown 23.00 0
## 3360 Urban 59.07 never smoked 25.00 0
## 3361 Urban 228.92 formerly smoked 23.00 0
## 3362 Rural 62.89 Unknown 27.00 0
## 3363 Rural 96.84 Unknown 23.00 0
## 3364 Rural 81.25 smokes 23.00 0
## 3365 Urban 92.71 formerly smoked 24.00 0
## 3366 Rural 85.59 Unknown 24.00 0
## 3367 Urban 89.06 never smoked 24.00 0
## 3368 Urban 87.44 Unknown 28.00 0
## 3369 Urban 64.07 Unknown 26.00 0
## 3370 Urban 79.39 formerly smoked 28.00 0
## 3371 Rural 67.84 Unknown 26.00 0
## 3372 Rural 81.73 never smoked 28.00 0
## 3373 Urban 105.52 formerly smoked 25.00 0
## 3374 Rural 77.55 Unknown 28.00 0
## 3375 Urban 127.42 Unknown 25.00 0
## 3376 Urban 227.68 never smoked 30.51 0
## 3377 Rural 226.73 never smoked 28.00 0
## 3378 Urban 89.74 never smoked 23.00 0
## 3379 Rural 219.17 never smoked 26.00 0
## 3380 Urban 74.85 formerly smoked 24.00 0
## 3381 Urban 55.96 never smoked 27.00 0
## 3382 Urban 215.92 smokes 25.00 0
## 3383 Urban 84.40 smokes 23.00 0
## 3384 Urban 104.05 never smoked 27.00 0
## 3385 Urban 62.54 smokes 24.00 0
## 3386 Rural 87.54 Unknown 28.00 0
## 3387 Urban 76.81 smokes 26.00 0
## 3388 Rural 198.12 never smoked 26.00 0
## 3389 Rural 78.00 formerly smoked 26.00 0
## 3390 Urban 79.44 never smoked 28.00 0
## 3391 Rural 75.82 never smoked 27.00 0
## 3392 Urban 240.86 never smoked 28.00 0
## 3393 Urban 89.28 Unknown 25.00 0
## 3394 Rural 263.56 never smoked 27.00 0
## 3395 Urban 81.13 never smoked 25.00 0
## 3396 Urban 118.44 never smoked 25.00 0
## 3397 Rural 97.37 smokes 24.00 0
## 3398 Urban 80.51 Unknown 27.00 0
## 3399 Rural 78.88 never smoked 25.71 0
## 3400 Rural 83.61 smokes 28.00 0
## 3401 Urban 73.19 never smoked 24.00 0
## 3402 Urban 68.91 Unknown 25.00 0
## 3403 Rural 104.30 Unknown 24.00 0
## 3404 Urban 87.87 never smoked 24.00 0
## 3405 Urban 96.70 Unknown 27.00 0
## 3406 Rural 91.05 formerly smoked 24.00 0
## 3407 Rural 200.14 smokes 25.00 0
## 3408 Urban 73.04 never smoked 23.00 0
## 3409 Rural 85.81 never smoked 27.00 0
## 3410 Urban 65.41 smokes 23.00 0
## 3411 Rural 108.68 never smoked 27.00 0
## 3412 Rural 88.79 never smoked 26.00 0
## 3413 Rural 107.82 never smoked 26.00 0
## 3414 Urban 97.39 never smoked 28.00 0
## 3415 Urban 141.09 Unknown 24.00 0
## 3416 Urban 122.38 Unknown 28.00 0
## 3417 Urban 77.91 formerly smoked 23.00 0
## 3418 Rural 103.60 never smoked 23.00 0
## 3419 Rural 159.70 Unknown 26.00 0
## 3420 Rural 118.22 formerly smoked 27.00 0
## 3421 Urban 84.50 Unknown 28.00 0
## 3422 Rural 85.59 never smoked 27.00 0
## 3423 Rural 84.42 Unknown 28.00 0
## 3424 Rural 100.98 Unknown 26.00 0
## 3425 Rural 81.11 formerly smoked 26.00 0
## 3426 Rural 235.45 formerly smoked 24.48 0
## 3427 Rural 79.20 never smoked 26.00 0
## 3428 Urban 207.71 Unknown 28.00 0
## 3429 Rural 99.84 never smoked 23.00 0
## 3430 Rural 98.05 never smoked 24.00 0
## 3431 Rural 105.90 Unknown 26.00 0
## 3432 Rural 107.55 Unknown 28.00 0
## 3433 Urban 146.21 Unknown 24.00 0
## 3434 Urban 79.94 never smoked 23.00 0
## 3435 Rural 72.28 Unknown 28.00 0
## 3436 Rural 123.10 Unknown 27.00 0
## 3437 Rural 67.06 smokes 28.00 0
## 3438 Rural 82.68 never smoked 27.00 0
## 3439 Rural 125.89 never smoked 28.00 0
## 3440 Urban 228.05 Unknown 23.00 0
## 3441 Urban 98.23 Unknown 23.00 0
## 3442 Urban 90.06 smokes 25.00 0
## 3443 Urban 119.90 smokes 27.00 0
## 3444 Urban 94.53 never smoked 24.00 0
## 3445 Urban 64.66 formerly smoked 24.00 0
## 3446 Urban 103.79 never smoked 28.00 0
## 3447 Urban 88.51 never smoked 25.00 0
## 3448 Rural 97.26 Unknown 28.00 0
## 3449 Urban 92.59 never smoked 23.00 0
## 3450 Rural 102.89 never smoked 28.00 0
## 3451 Rural 92.26 formerly smoked 25.00 0
## 3452 Rural 80.00 never smoked 24.00 0
## 3453 Urban 56.75 never smoked 28.38 0
## 3454 Urban 104.66 never smoked 27.00 0
## 3455 Rural 60.39 Unknown 25.00 0
## 3456 Urban 223.14 never smoked 25.00 0
## 3457 Urban 105.51 never smoked 25.00 0
## 3458 Urban 83.42 never smoked 27.00 0
## 3459 Urban 71.06 Unknown 23.00 0
## 3460 Urban 101.24 never smoked 24.00 0
## 3461 Urban 91.19 never smoked 28.00 0
## 3462 Urban 174.43 never smoked 24.00 0
## 3463 Urban 214.51 formerly smoked 23.00 0
## 3464 Rural 72.64 never smoked 24.00 0
## 3465 Urban 62.69 Unknown 23.00 0
## 3466 Rural 141.16 never smoked 27.00 0
## 3467 Rural 89.61 never smoked 23.00 0
## 3468 Rural 76.42 smokes 25.00 0
## 3469 Rural 124.38 never smoked 27.00 0
## 3470 Urban 111.81 formerly smoked 24.00 0
## 3471 Rural 57.57 Unknown 25.00 0
## 3472 Urban 77.82 formerly smoked 28.00 0
## 3473 Urban 60.09 Unknown 24.00 0
## 3474 Urban 91.02 never smoked 24.00 0
## 3475 Rural 65.46 formerly smoked 24.00 0
## 3476 Rural 131.19 smokes 25.00 0
## 3477 Rural 79.89 smokes 28.00 0
## 3478 Urban 74.54 Unknown 27.00 0
## 3479 Urban 231.31 never smoked 24.00 0
## 3480 Urban 91.57 formerly smoked 28.00 0
## 3481 Urban 238.78 formerly smoked 26.00 0
## 3482 Rural 87.18 formerly smoked 25.00 0
## 3483 Rural 78.94 Unknown 24.00 0
## 3484 Rural 69.01 Unknown 23.00 0
## 3485 Rural 110.28 never smoked 27.00 0
## 3486 Urban 71.66 never smoked 25.00 0
## 3487 Urban 62.57 Unknown 28.00 0
## 3488 Urban 83.64 smokes 28.30 0
## 3489 Urban 107.18 Unknown 28.00 0
## 3490 Rural 233.59 never smoked 26.00 0
## 3491 Urban 84.88 formerly smoked 26.00 0
## 3492 Rural 97.95 Unknown 27.00 0
## 3493 Rural 58.19 Unknown 28.00 0
## 3494 Rural 70.11 never smoked 27.00 0
## 3495 Urban 112.77 smokes 27.00 0
## 3496 Urban 75.46 formerly smoked 28.00 0
## 3497 Urban 63.63 smokes 28.00 0
## 3498 Urban 100.22 smokes 28.00 0
## 3499 Rural 81.77 never smoked 23.00 0
## 3500 Rural 94.25 never smoked 25.00 0
## 3501 Rural 188.13 formerly smoked 28.00 0
## 3502 Rural 164.70 Unknown 26.00 0
## 3503 Rural 68.27 Unknown 25.00 0
## 3504 Rural 79.81 formerly smoked 23.00 0
## 3505 Rural 100.12 formerly smoked 25.00 0
## 3506 Urban 151.23 never smoked 25.00 0
## 3507 Rural 112.41 never smoked 26.00 0
## 3508 Urban 205.97 formerly smoked 27.00 0
## 3509 Urban 112.19 never smoked 25.00 0
## 3510 Rural 71.93 never smoked 23.00 0
## 3511 Urban 190.89 never smoked 23.00 0
## 3512 Urban 138.02 smokes 27.00 0
## 3513 Rural 66.16 Unknown 24.00 0
## 3514 Rural 105.73 smokes 28.00 0
## 3515 Rural 78.34 Unknown 23.00 0
## 3516 Urban 102.10 formerly smoked 24.00 0
## 3517 Urban 97.37 smokes 26.00 0
## 3518 Urban 193.87 Unknown 26.00 0
## 3519 Rural 78.32 Unknown 26.00 0
## 3520 Rural 130.00 formerly smoked 24.00 0
## 3521 Urban 74.00 Unknown 28.00 0
## 3522 Rural 111.04 never smoked 24.00 0
## 3523 Urban 214.77 formerly smoked 26.00 0
## 3524 Rural 97.25 never smoked 24.00 0
## 3525 Urban 79.95 never smoked 23.00 0
## 3526 Urban 162.24 smokes 25.00 0
## 3527 Urban 74.36 Unknown 26.00 0
## 3528 Urban 69.68 Unknown 23.00 0
## 3529 Urban 98.35 never smoked 26.00 0
## 3530 Urban 75.73 never smoked 28.00 0
## 3531 Rural 85.86 Unknown 24.00 0
## 3532 Urban 80.34 never smoked 23.00 0
## 3533 Rural 73.76 Unknown 26.00 0
## 3534 Rural 94.96 never smoked 23.06 0
## 3535 Urban 108.18 never smoked 25.00 0
## 3536 Rural 85.23 Unknown 27.00 0
## 3537 Rural 189.88 never smoked 28.00 0
## 3538 Urban 197.11 never smoked 18.99 0
## 3539 Rural 100.08 smokes 27.00 0
## 3540 Rural 68.62 Unknown 26.00 0
## 3541 Rural 84.07 smokes 27.00 0
## 3542 Rural 99.65 never smoked 28.00 0
## 3543 Urban 82.33 never smoked 26.00 0
## 3544 Urban 94.49 Unknown 24.00 0
## 3545 Rural 108.71 never smoked 24.00 0
## 3546 Urban 64.94 never smoked 25.00 0
## 3547 Urban 98.22 Unknown 23.00 0
## 3548 Urban 83.50 never smoked 28.00 0
## 3549 Rural 192.47 never smoked 28.00 0
## 3550 Urban 125.89 smokes 27.00 0
## 3551 Urban 87.72 never smoked 25.00 0
## 3552 Rural 68.94 never smoked 26.00 0
## 3553 Rural 66.51 Unknown 23.00 0
## 3554 Urban 85.82 formerly smoked 23.00 0
## 3555 Rural 87.47 never smoked 27.00 0
## 3556 Urban 87.74 Unknown 27.00 0
## 3557 Rural 85.12 never smoked 26.00 0
## 3558 Urban 103.37 formerly smoked 25.00 0
## 3559 Rural 81.68 never smoked 26.00 0
## 3560 Urban 76.51 never smoked 23.00 0
## 3561 Rural 110.17 Unknown 28.00 0
## 3562 Rural 65.12 smokes 25.00 0
## 3563 Rural 76.66 Unknown 28.00 0
## 3564 Rural 109.88 Unknown 24.00 0
## 3565 Urban 199.38 Unknown 23.00 0
## 3566 Urban 65.77 never smoked 23.00 0
## 3567 Rural 55.72 never smoked 23.00 0
## 3568 Urban 75.67 never smoked 27.00 0
## 3569 Rural 88.18 smokes 27.00 0
## 3570 Rural 95.94 never smoked 26.00 0
## 3571 Urban 86.93 never smoked 28.00 0
## 3572 Urban 85.17 never smoked 23.00 0
## 3573 Urban 111.10 never smoked 25.00 0
## 3574 Rural 92.00 Unknown 21.51 0
## 3575 Urban 97.47 formerly smoked 26.00 0
## 3576 Urban 79.21 Unknown 28.00 0
## 3577 Rural 83.97 formerly smoked 23.00 0
## 3578 Urban 98.55 never smoked 27.00 0
## 3579 Rural 202.98 never smoked 25.00 0
## 3580 Urban 60.70 never smoked 27.00 0
## 3581 Urban 92.22 never smoked 24.00 0
## 3582 Rural 79.94 Unknown 25.00 0
## 3583 Rural 83.68 Unknown 26.00 0
## 3584 Urban 69.92 formerly smoked 26.00 0
## 3585 Rural 136.96 Unknown 28.00 0
## 3586 Rural 95.32 never smoked 26.00 0
## 3587 Rural 107.78 never smoked 27.00 0
## 3588 Urban 198.32 formerly smoked 26.00 0
## 3589 Urban 100.16 never smoked 27.00 0
## 3590 Urban 96.02 never smoked 27.00 0
## 3591 Rural 112.69 formerly smoked 27.00 0
## 3592 Urban 60.61 never smoked 28.00 0
## 3593 Urban 79.77 never smoked 26.00 0
## 3594 Urban 87.41 formerly smoked 27.00 0
## 3595 Rural 226.38 never smoked 28.00 0
## 3596 Rural 124.64 smokes 23.00 0
## 3597 Urban 69.42 never smoked 25.00 0
## 3598 Urban 77.68 never smoked 26.00 0
## 3599 Rural 112.79 never smoked 24.80 0
## 3600 Rural 236.79 formerly smoked 25.00 0
## 3601 Rural 219.82 formerly smoked 24.00 0
## 3602 Urban 82.05 Unknown 23.00 0
## 3603 Rural 104.08 never smoked 24.00 0
## 3604 Urban 101.57 smokes 28.00 0
## 3605 Rural 71.32 smokes 26.00 0
## 3606 Rural 143.97 Unknown 24.00 0
## 3607 Rural 239.19 Unknown 27.00 0
## 3608 Rural 78.45 formerly smoked 43.67 0
## 3609 Rural 61.11 never smoked 26.00 0
## 3610 Urban 87.29 Unknown 26.00 0
## 3611 Rural 82.49 Unknown 20.88 0
## 3612 Urban 83.15 Unknown 25.00 0
## 3613 Rural 83.26 never smoked 23.00 0
## 3614 Urban 78.70 formerly smoked 28.00 0
## 3615 Urban 111.94 smokes 26.00 0
## 3616 Rural 104.77 smokes 27.00 0
## 3617 Urban 104.26 Unknown 23.00 0
## 3618 Rural 113.84 never smoked 27.00 0
## 3619 Urban 114.71 Unknown 28.00 0
## 3620 Urban 61.54 Unknown 23.00 0
## 3621 Rural 133.62 never smoked 24.00 0
## 3622 Rural 111.96 never smoked 28.00 0
## 3623 Urban 112.44 Unknown 28.00 0
## 3624 Urban 123.61 Unknown 24.00 0
## 3625 Urban 84.68 Unknown 23.00 0
## 3626 Rural 206.62 formerly smoked 28.00 0
## 3627 Rural 114.54 Unknown 23.00 0
## 3628 Rural 216.88 smokes 25.00 0
## 3629 Urban 110.38 never smoked 23.00 0
## 3630 Urban 99.23 smokes 27.00 0
## 3631 Rural 204.92 never smoked 24.00 0
## 3632 Urban 56.74 never smoked 25.00 0
## 3633 Rural 68.35 Unknown 23.00 0
## 3634 Urban 83.52 Unknown 25.00 0
## 3635 Urban 59.74 formerly smoked 24.00 0
## 3636 Rural 81.59 never smoked 25.00 0
## 3637 Rural 123.83 never smoked 23.00 0
## 3638 Urban 226.84 formerly smoked 23.00 0
## 3639 Rural 93.20 Unknown 24.00 0
## 3640 Rural 85.84 never smoked 24.00 0
## 3641 Urban 74.64 Unknown 26.92 0
## 3642 Urban 80.17 never smoked 27.00 0
## 3643 Urban 85.03 formerly smoked 23.00 0
## 3644 Urban 234.35 formerly smoked 28.00 0
## 3645 Urban 116.25 formerly smoked 24.00 0
## 3646 Urban 66.55 smokes 28.00 0
## 3647 Urban 88.38 never smoked 26.00 0
## 3648 Urban 81.05 Unknown 27.00 0
## 3649 Urban 68.40 never smoked 27.00 0
## 3650 Urban 96.95 never smoked 25.00 0
## 3651 Rural 66.24 never smoked 25.00 0
## 3652 Rural 91.81 Unknown 27.00 0
## 3653 Urban 84.86 never smoked 28.77 0
## 3654 Rural 118.88 never smoked 26.00 0
## 3655 Urban 85.91 Unknown 24.00 0
## 3656 Rural 115.40 Unknown 28.00 0
## 3657 Rural 75.34 never smoked 25.00 0
## 3658 Rural 100.19 Unknown 26.00 0
## 3659 Urban 200.73 formerly smoked 25.00 0
## 3660 Urban 114.09 never smoked 26.00 0
## 3661 Urban 67.30 never smoked 24.00 0
## 3662 Rural 96.91 Unknown 24.00 0
## 3663 Rural 116.20 Unknown 28.00 0
## 3664 Rural 72.54 never smoked 27.00 0
## 3665 Rural 96.01 Unknown 23.23 0
## 3666 Urban 89.16 never smoked 26.00 0
## 3667 Rural 108.64 never smoked 25.00 0
## 3668 Rural 83.66 never smoked 27.00 0
## 3669 Rural 81.21 never smoked 23.00 0
## 3670 Urban 86.96 never smoked 25.00 0
## 3671 Rural 92.95 never smoked 25.00 0
## 3672 Urban 95.86 Unknown 28.00 0
## 3673 Rural 85.52 never smoked 28.00 0
## 3674 Rural 159.39 never smoked 27.00 0
## 3675 Urban 202.51 formerly smoked 25.00 0
## 3676 Rural 82.24 formerly smoked 29.29 0
## 3677 Rural 109.81 Unknown 28.00 0
## 3678 Rural 91.85 formerly smoked 26.00 0
## 3679 Rural 123.49 Unknown 25.00 0
## 3680 Rural 105.49 smokes 23.00 0
## 3681 Urban 101.53 formerly smoked 25.00 0
## 3682 Urban 89.45 Unknown 28.00 0
## 3683 Urban 126.04 never smoked 26.00 0
## 3684 Rural 95.49 Unknown 24.00 0
## 3685 Rural 89.38 Unknown 23.00 0
## 3686 Urban 82.30 Unknown 25.00 0
## 3687 Urban 218.00 Unknown 28.00 0
## 3688 Urban 79.70 never smoked 25.00 0
## 3689 Rural 209.15 formerly smoked 25.00 0
## 3690 Rural 70.22 formerly smoked 24.00 0
## 3691 Rural 83.57 never smoked 23.00 0
## 3692 Urban 60.60 smokes 24.00 0
## 3693 Urban 97.24 Unknown 23.00 0
## 3694 Rural 162.72 smokes 24.00 0
## 3695 Urban 73.27 smokes 24.00 0
## 3696 Urban 92.62 Unknown 25.00 0
## 3697 Urban 90.00 never smoked 27.00 0
## 3698 Rural 78.28 formerly smoked 26.00 0
## 3699 Rural 87.81 smokes 28.00 0
## 3700 Urban 202.66 never smoked 28.00 0
## 3701 Rural 196.50 never smoked 27.00 0
## 3702 Urban 142.31 smokes 25.00 0
## 3703 Rural 94.96 smokes 27.00 0
## 3704 Rural 83.78 never smoked 23.00 0
## 3705 Urban 86.10 Unknown 23.05 0
## 3706 Rural 74.50 Unknown 26.00 0
## 3707 Urban 66.96 never smoked 28.00 0
## 3708 Rural 76.70 formerly smoked 26.00 0
## 3709 Rural 103.12 formerly smoked 23.00 0
## 3710 Urban 84.03 never smoked 28.00 0
## 3711 Rural 74.15 formerly smoked 26.00 0
## 3712 Rural 73.29 never smoked 27.00 0
## 3713 Urban 115.16 Unknown 26.00 0
## 3714 Urban 83.55 Unknown 23.00 0
## 3715 Urban 61.53 Unknown 24.00 0
## 3716 Rural 100.74 Unknown 23.00 0
## 3717 Urban 59.31 smokes 27.00 0
## 3718 Urban 63.22 formerly smoked 28.00 0
## 3719 Urban 209.50 never smoked 25.00 0
## 3720 Urban 64.51 Unknown 25.00 0
## 3721 Rural 90.07 never smoked 24.00 0
## 3722 Urban 113.95 Unknown 25.00 0
## 3723 Rural 119.32 Unknown 24.00 0
## 3724 Rural 99.12 formerly smoked 26.00 0
## 3725 Rural 152.84 Unknown 24.00 0
## 3726 Rural 78.23 never smoked 26.00 0
## 3727 Urban 68.80 Unknown 23.00 0
## 3728 Urban 76.05 Unknown 25.00 0
## 3729 Rural 116.49 never smoked 23.00 0
## 3730 Rural 99.91 Unknown 24.00 0
## 3731 Urban 76.10 smokes 25.00 0
## 3732 Rural 121.99 Unknown 26.00 0
## 3733 Rural 116.21 smokes 26.00 0
## 3734 Urban 55.28 Unknown 28.00 0
## 3735 Rural 219.81 Unknown 28.00 0
## 3736 Rural 103.73 never smoked 25.00 0
## 3737 Urban 153.08 Unknown 26.00 0
## 3738 Rural 98.69 Unknown 26.00 0
## 3739 Rural 94.11 formerly smoked 20.30 0
## 3740 Rural 117.03 never smoked 25.00 0
## 3741 Urban 91.35 never smoked 23.00 0
## 3742 Rural 82.48 Unknown 28.00 0
## 3743 Rural 99.76 formerly smoked 24.00 0
## 3744 Urban 111.10 smokes 28.00 0
## 3745 Rural 122.25 never smoked 23.00 0
## 3746 Urban 84.19 never smoked 25.00 0
## 3747 Urban 84.60 Unknown 28.00 0
## 3748 Urban 126.35 never smoked 27.00 0
## 3749 Urban 87.50 formerly smoked 25.00 0
## 3750 Rural 77.52 never smoked 25.00 0
## 3751 Rural 133.13 Unknown 27.00 0
## 3752 Urban 96.10 never smoked 25.00 0
## 3753 Urban 108.61 smokes 23.00 0
## 3754 Rural 205.23 never smoked 25.00 0
## 3755 Rural 76.74 Unknown 26.00 0
## 3756 Urban 138.55 never smoked 26.00 0
## 3757 Urban 234.27 never smoked 23.00 0
## 3758 Urban 75.16 never smoked 23.00 0
## 3759 Rural 77.08 Unknown 25.00 0
## 3760 Urban 101.19 never smoked 25.00 0
## 3761 Urban 107.74 never smoked 24.00 0
## 3762 Rural 62.32 Unknown 26.00 0
## 3763 Urban 56.32 Unknown 23.00 0
## 3764 Rural 131.28 never smoked 27.00 0
## 3765 Urban 67.02 smokes 28.00 0
## 3766 Rural 76.72 Unknown 26.00 0
## 3767 Urban 125.98 smokes 27.00 0
## 3768 Urban 72.09 smokes 28.00 0
## 3769 Urban 88.05 Unknown 25.00 0
## 3770 Urban 55.47 smokes 28.00 0
## 3771 Rural 145.94 Unknown 28.00 0
## 3772 Rural 239.21 formerly smoked 22.85 0
## 3773 Rural 196.08 formerly smoked 31.69 0
## 3774 Rural 93.93 never smoked 25.00 0
## 3775 Urban 76.74 Unknown 26.00 0
## 3776 Urban 83.74 Unknown 23.00 0
## 3777 Urban 119.58 Unknown 25.00 0
## 3778 Rural 68.66 never smoked 28.00 0
## 3779 Urban 65.79 smokes 23.00 0
## 3780 Urban 176.38 never smoked 23.00 0
## 3781 Urban 175.74 Unknown 22.70 0
## 3782 Urban 193.45 never smoked 26.56 0
## 3783 Rural 85.84 never smoked 29.34 0
## 3784 Rural 93.85 formerly smoked 28.00 0
## 3785 Rural 86.21 never smoked 28.00 0
## 3786 Rural 75.41 Unknown 27.00 0
## 3787 Rural 95.28 Unknown 29.07 0
## 3788 Urban 95.87 never smoked 24.00 0
## 3789 Urban 180.45 never smoked 24.00 0
## 3790 Urban 95.39 Unknown 24.00 0
## 3791 Rural 60.77 smokes 24.00 0
## 3792 Urban 102.84 never smoked 26.00 0
## 3793 Urban 130.37 Unknown 27.00 0
## 3794 Urban 65.44 never smoked 23.00 0
## 3795 Rural 79.84 never smoked 26.00 0
## 3796 Rural 62.61 never smoked 25.00 0
## 3797 Urban 70.07 formerly smoked 22.16 0
## 3798 Rural 108.80 Unknown 24.00 0
## 3799 Urban 112.11 Unknown 26.00 0
## 3800 Rural 92.35 never smoked 27.00 0
## 3801 Urban 76.57 Unknown 25.00 0
## 3802 Urban 69.50 never smoked 24.00 0
## 3803 Rural 219.38 never smoked 28.00 0
## 3804 Rural 69.48 never smoked 26.00 0
## 3805 Urban 89.18 smokes 23.00 0
## 3806 Urban 68.09 smokes 25.00 0
## 3807 Rural 92.71 Unknown 26.00 0
## 3808 Rural 56.21 Unknown 26.00 0
## 3809 Rural 72.08 formerly smoked 25.00 0
## 3810 Urban 82.56 Unknown 27.00 0
## 3811 Urban 78.24 Unknown 24.00 0
## 3812 Rural 84.66 never smoked 28.00 0
## 3813 Urban 90.35 Unknown 27.00 0
## 3814 Rural 68.12 Unknown 27.00 0
## 3815 Rural 59.14 never smoked 27.00 0
## 3816 Urban 85.64 formerly smoked 27.00 0
## 3817 Rural 56.08 Unknown 24.00 0
## 3818 Rural 99.00 never smoked 26.00 0
## 3819 Urban 93.60 smokes 19.63 0
## 3820 Urban 105.75 Unknown 25.00 0
## 3821 Urban 114.09 never smoked 25.31 0
## 3822 Urban 57.42 smokes 26.00 0
## 3823 Urban 100.01 never smoked 24.00 0
## 3824 Urban 62.00 formerly smoked 24.00 0
## 3825 Rural 103.61 never smoked 24.00 0
## 3826 Rural 118.46 smokes 23.00 0
## 3827 Rural 94.77 never smoked 23.00 0
## 3828 Urban 72.12 never smoked 26.00 0
## 3829 Rural 155.23 never smoked 26.00 0
## 3830 Urban 90.60 Unknown 25.00 0
## 3831 Urban 81.92 never smoked 27.00 0
## 3832 Rural 67.10 never smoked 28.00 0
## 3833 Rural 58.01 never smoked 23.00 0
## 3834 Rural 173.90 never smoked 28.00 0
## 3835 Rural 106.27 never smoked 28.00 0
## 3836 Rural 60.57 Unknown 26.00 0
## 3837 Urban 105.34 Unknown 24.00 0
## 3838 Rural 96.28 never smoked 27.00 0
## 3839 Urban 122.73 formerly smoked 27.00 0
## 3840 Urban 104.12 Unknown 25.00 0
## 3841 Urban 69.74 formerly smoked 26.00 0
## 3842 Rural 106.95 Unknown 28.00 0
## 3843 Urban 94.63 never smoked 23.00 0
## 3844 Urban 86.97 Unknown 23.00 0
## 3845 Rural 76.12 Unknown 23.00 0
## 3846 Urban 99.94 never smoked 23.00 0
## 3847 Urban 91.53 Unknown 28.00 0
## 3848 Rural 145.46 never smoked 27.00 0
## 3849 Urban 74.86 never smoked 26.00 0
## 3850 Urban 74.42 Unknown 26.00 0
## 3851 Urban 70.07 smokes 26.00 0
## 3852 Urban 89.85 Unknown 23.00 0
## 3853 Rural 104.21 never smoked 27.00 0
## 3854 Rural 157.77 never smoked 23.00 0
## 3855 Urban 101.81 smokes 28.00 0
## 3856 Rural 103.00 Unknown 28.00 0
## 3857 Urban 101.85 smokes 25.00 0
## 3858 Urban 85.92 smokes 28.00 0
## 3859 Rural 56.85 never smoked 28.00 0
## 3860 Urban 89.04 Unknown 28.00 0
## 3861 Rural 63.01 never smoked 24.00 0
## 3862 Rural 65.48 Unknown 24.00 0
## 3863 Rural 68.60 smokes 28.00 0
## 3864 Urban 81.68 formerly smoked 23.00 0
## 3865 Urban 65.21 Unknown 24.00 0
## 3866 Urban 72.53 smokes 26.00 0
## 3867 Rural 81.78 never smoked 27.00 0
## 3868 Rural 116.85 smokes 28.00 0
## 3869 Rural 80.83 Unknown 28.00 0
## 3870 Urban 96.21 never smoked 23.00 0
## 3871 Rural 117.04 Unknown 25.00 0
## 3872 Rural 78.26 formerly smoked 23.00 0
## 3873 Urban 58.24 formerly smoked 25.00 0
## 3874 Urban 82.53 smokes 24.00 0
## 3875 Urban 71.25 smokes 28.00 0
## 3876 Rural 129.73 never smoked 24.00 0
## 3877 Urban 115.47 Unknown 26.00 0
## 3878 Urban 56.79 Unknown 25.00 0
## 3879 Urban 100.16 Unknown 25.00 0
## 3880 Rural 97.60 smokes 28.00 0
## 3881 Rural 90.54 Unknown 26.00 0
## 3882 Urban 105.88 smokes 27.00 0
## 3883 Rural 217.94 formerly smoked 25.00 0
## 3884 Urban 69.89 Unknown 28.00 0
## 3885 Urban 93.28 never smoked 25.00 0
## 3886 Rural 111.27 smokes 24.00 0
## 3887 Urban 91.04 never smoked 27.00 0
## 3888 Urban 87.20 smokes 24.00 0
## 3889 Rural 109.12 Unknown 26.00 0
## 3890 Urban 216.64 formerly smoked 25.00 0
## 3891 Rural 74.28 formerly smoked 27.00 0
## 3892 Urban 57.60 Unknown 25.00 0
## 3893 Urban 173.97 Unknown 26.00 0
## 3894 Rural 65.25 smokes 27.00 0
## 3895 Urban 80.92 Unknown 24.00 0
## 3896 Rural 124.37 never smoked 25.00 0
## 3897 Urban 102.39 smokes 28.00 0
## 3898 Rural 90.42 Unknown 24.00 0
## 3899 Rural 79.17 Unknown 23.00 0
## 3900 Urban 71.08 never smoked 27.00 0
## 3901 Urban 81.54 never smoked 24.00 0
## 3902 Urban 159.67 never smoked 26.00 0
## 3903 Urban 93.96 smokes 23.00 0
## 3904 Urban 103.01 never smoked 25.00 0
## 3905 Rural 92.49 never smoked 23.00 0
## 3906 Urban 208.85 formerly smoked 28.00 0
## 3907 Urban 122.39 Unknown 21.68 0
## 3908 Rural 65.91 Unknown 24.41 0
## 3909 Rural 70.25 Unknown 23.00 0
## 3910 Urban 219.70 Unknown 25.00 0
## 3911 Urban 65.70 formerly smoked 25.00 0
## 3912 Urban 67.08 Unknown 24.00 0
## 3913 Rural 107.58 never smoked 25.00 0
## 3914 Rural 208.05 smokes 24.00 0
## 3915 Rural 95.87 never smoked 27.00 0
## 3916 Urban 68.17 formerly smoked 26.00 0
## 3917 Urban 95.37 smokes 26.00 0
## 3918 Urban 90.00 never smoked 25.00 0
## 3919 Rural 106.10 smokes 26.00 0
## 3920 Rural 56.13 Unknown 25.00 0
## 3921 Rural 104.03 smokes 24.00 0
## 3922 Rural 157.01 Unknown 27.00 0
## 3923 Urban 84.35 never smoked 24.00 0
## 3924 Rural 67.99 never smoked 24.00 0
## 3925 Rural 118.93 never smoked 27.00 0
## 3926 Rural 185.28 smokes 23.48 0
## 3927 Rural 82.08 Unknown 26.00 0
## 3928 Urban 88.32 Unknown 23.48 0
## 3929 Rural 85.16 Unknown 23.00 0
## 3930 Rural 69.54 never smoked 28.00 0
## 3931 Rural 62.12 never smoked 26.00 0
## 3932 Rural 198.30 formerly smoked 26.00 0
## 3933 Rural 100.06 never smoked 25.00 0
## 3934 Urban 101.13 formerly smoked 28.00 0
## 3935 Rural 91.09 never smoked 26.00 0
## 3936 Rural 61.54 Unknown 26.00 0
## 3937 Urban 62.02 smokes 23.00 0
## 3938 Urban 103.11 Unknown 24.00 0
## 3939 Rural 77.57 Unknown 24.00 0
## 3940 Urban 97.34 never smoked 23.00 0
## 3941 Urban 78.76 Unknown 26.95 0
## 3942 Rural 67.10 Unknown 23.00 0
## 3943 Urban 79.89 Unknown 25.00 0
## 3944 Rural 206.66 smokes 28.00 0
## 3945 Urban 95.79 Unknown 24.00 0
## 3946 Urban 83.88 smokes 24.00 0
## 3947 Rural 93.51 Unknown 28.00 0
## 3948 Urban 116.78 formerly smoked 27.00 0
## 3949 Rural 117.63 never smoked 28.00 0
## 3950 Rural 60.01 Unknown 23.00 0
## 3951 Rural 64.60 Unknown 28.00 0
## 3952 Rural 92.43 never smoked 26.00 0
## 3953 Urban 71.63 formerly smoked 25.16 0
## 3954 Urban 87.79 formerly smoked 32.49 0
## 3955 Rural 99.64 formerly smoked 24.00 0
## 3956 Rural 86.53 never smoked 23.00 0
## 3957 Urban 200.68 Unknown 26.00 0
## 3958 Urban 98.37 never smoked 25.00 0
## 3959 Rural 117.98 smokes 25.00 0
## 3960 Urban 218.60 formerly smoked 27.00 0
## 3961 Urban 101.30 smokes 27.00 0
## 3962 Urban 79.51 never smoked 28.00 0
## 3963 Urban 223.26 never smoked 24.00 0
## 3964 Rural 97.22 never smoked 25.00 0
## 3965 Rural 172.27 never smoked 24.00 0
## 3966 Urban 221.83 smokes 23.00 0
## 3967 Urban 74.61 Unknown 24.00 0
## 3968 Rural 60.91 Unknown 26.00 0
## 3969 Rural 69.79 Unknown 25.00 0
## 3970 Urban 83.60 formerly smoked 28.00 0
## 3971 Urban 83.95 Unknown 28.00 0
## 3972 Rural 77.50 smokes 23.00 0
## 3973 Urban 64.29 Unknown 23.00 0
## 3974 Rural 61.10 never smoked 23.00 0
## 3975 Rural 100.71 never smoked 26.00 0
## 3976 Urban 65.21 Unknown 23.00 0
## 3977 Rural 119.77 Unknown 28.00 0
## 3978 Rural 102.39 formerly smoked 27.00 0
## 3979 Urban 59.67 never smoked 27.00 0
## 3980 Rural 83.16 never smoked 28.00 0
## 3981 Rural 218.10 smokes 27.00 0
## 3982 Rural 76.45 Unknown 28.00 0
## 3983 Rural 200.46 Unknown 23.00 0
## 3984 Urban 95.70 formerly smoked 23.00 0
## 3985 Rural 70.23 never smoked 23.00 0
## 3986 Urban 75.15 Unknown 28.00 0
## 3987 Rural 95.80 Unknown 24.00 0
## 3988 Urban 90.67 Unknown 28.00 0
## 3989 Rural 84.79 formerly smoked 27.00 0
## 3990 Urban 147.50 Unknown 26.00 0
## 3991 Rural 134.12 formerly smoked 28.00 0
## 3992 Urban 82.62 never smoked 24.00 0
## 3993 Rural 125.11 formerly smoked 23.00 0
## 3994 Urban 92.14 formerly smoked 23.00 0
## 3995 Urban 217.79 formerly smoked 24.00 0
## 3996 Rural 95.62 smokes 28.00 0
## 3997 Rural 93.80 never smoked 26.00 0
## 3998 Rural 90.61 smokes 28.00 0
## 3999 Urban 139.20 never smoked 25.00 0
## 4000 Rural 77.01 formerly smoked 23.00 0
## 4001 Urban 105.26 never smoked 25.00 0
## 4002 Rural 68.35 Unknown 26.00 0
## 4003 Rural 99.07 never smoked 26.00 0
## 4004 Rural 147.74 Unknown 27.00 0
## 4005 Urban 61.29 Unknown 28.00 0
## 4006 Rural 98.92 never smoked 23.00 0
## 4007 Urban 90.74 Unknown 25.00 0
## 4008 Rural 159.79 Unknown 28.00 0
## 4009 Rural 233.47 never smoked 26.00 0
## 4010 Urban 85.53 smokes 26.00 0
## 4011 Urban 76.70 never smoked 25.00 0
## 4012 Rural 67.87 never smoked 28.00 0
## 4013 Urban 77.26 never smoked 23.00 0
## 4014 Rural 91.28 never smoked 25.00 0
## 4015 Urban 129.19 never smoked 28.00 0
## 4016 Urban 97.86 formerly smoked 26.00 0
## 4017 Rural 112.33 formerly smoked 28.00 0
## 4018 Rural 110.41 smokes 28.00 0
## 4019 Rural 91.58 Unknown 28.00 0
## 4020 Urban 58.86 never smoked 23.00 0
## 4021 Rural 76.88 Unknown 24.00 0
## 4022 Urban 109.52 Unknown 24.00 0
## 4023 Urban 181.23 never smoked 32.33 0
## 4024 Urban 103.58 formerly smoked 24.00 0
## 4025 Rural 81.96 never smoked 26.00 0
## 4026 Rural 104.55 Unknown 24.43 0
## 4027 Urban 76.12 formerly smoked 26.00 0
## 4028 Rural 64.27 never smoked 25.00 0
## 4029 Rural 200.98 smokes 27.00 0
## 4030 Urban 101.96 never smoked 25.00 0
## 4031 Rural 84.17 Unknown 23.00 0
## 4032 Rural 85.79 never smoked 28.00 0
## 4033 Urban 71.46 Unknown 26.00 0
## 4034 Rural 95.49 smokes 23.00 0
## 4035 Rural 87.62 smokes 25.00 0
## 4036 Rural 118.55 smokes 23.00 0
## 4037 Urban 82.14 smokes 24.00 0
## 4038 Urban 219.67 smokes 25.00 0
## 4039 Urban 135.84 never smoked 24.00 0
## 4040 Rural 74.83 Unknown 23.00 0
## 4041 Urban 60.37 Unknown 23.00 0
## 4042 Rural 67.28 Unknown 27.00 0
## 4043 Rural 77.79 Unknown 24.00 0
## 4044 Rural 88.51 Unknown 23.00 0
## 4045 Urban 90.38 smokes 24.00 0
## 4046 Urban 156.69 never smoked 24.00 0
## 4047 Urban 207.60 never smoked 27.00 0
## 4048 Urban 158.90 formerly smoked 23.00 0
## 4049 Urban 247.97 formerly smoked 28.00 0
## 4050 Rural 114.71 never smoked 23.00 0
## 4051 Rural 58.55 never smoked 24.00 0
## 4052 Urban 231.15 never smoked 27.00 0
## 4053 Urban 68.18 formerly smoked 25.00 0
## 4054 Rural 118.75 Unknown 24.00 0
## 4055 Rural 186.54 formerly smoked 24.00 0
## 4056 Rural 96.14 never smoked 23.00 0
## 4057 Urban 69.52 Unknown 24.00 0
## 4058 Rural 101.93 smokes 24.00 0
## 4059 Urban 71.58 Unknown 27.00 0
## 4060 Urban 83.10 smokes 28.00 0
## 4061 Rural 110.96 never smoked 24.00 0
## 4062 Urban 122.83 Unknown 23.00 0
## 4063 Urban 91.65 formerly smoked 25.00 0
## 4064 Urban 84.10 Unknown 28.00 0
## 4065 Rural 118.85 smokes 26.00 0
## 4066 Urban 89.32 Unknown 27.00 0
## 4067 Urban 128.72 Unknown 26.00 0
## 4068 Urban 98.05 never smoked 25.00 0
## 4069 Urban 102.10 never smoked 26.00 0
## 4070 Urban 108.62 smokes 27.00 0
## 4071 Urban 96.19 smokes 20.52 0
## 4072 Urban 98.07 formerly smoked 25.00 0
## 4073 Rural 71.40 formerly smoked 28.00 0
## 4074 Rural 82.27 formerly smoked 27.00 0
## 4075 Rural 158.33 never smoked 26.00 0
## 4076 Rural 102.50 Unknown 27.00 0
## 4077 Urban 72.18 Unknown 24.00 0
## 4078 Urban 95.94 never smoked 25.00 0
## 4079 Rural 87.15 formerly smoked 24.00 0
## 4080 Urban 82.59 formerly smoked 27.00 0
## 4081 Rural 89.31 formerly smoked 28.81 0
## 4082 Rural 64.84 never smoked 26.00 0
## 4083 Urban 107.52 Unknown 26.00 0
## 4084 Urban 92.76 Unknown 23.00 0
## 4085 Urban 79.16 Unknown 26.00 0
## 4086 Urban 87.00 never smoked 27.00 0
## 4087 Rural 145.25 never smoked 28.00 0
## 4088 Urban 125.14 Unknown 27.00 0
## 4089 Rural 88.60 Unknown 26.00 0
## 4090 Urban 57.59 Unknown 28.00 0
## 4091 Urban 59.43 never smoked 23.00 0
## 4092 Rural 65.43 Unknown 28.00 0
## 4093 Urban 154.03 smokes 26.00 0
## 4094 Rural 139.81 never smoked 28.00 0
## 4095 Urban 111.81 formerly smoked 23.00 0
## 4096 Urban 106.84 never smoked 28.00 0
## 4097 Rural 221.06 formerly smoked 23.00 0
## 4098 Urban 69.97 formerly smoked 26.00 0
## 4099 Rural 77.07 formerly smoked 23.00 0
## 4100 Urban 59.49 Unknown 26.00 0
## 4101 Rural 109.39 never smoked 26.00 0
## 4102 Rural 93.97 Unknown 25.00 0
## 4103 Urban 163.17 never smoked 26.00 0
## 4104 Urban 124.39 Unknown 25.00 0
## 4105 Urban 212.62 never smoked 27.00 0
## 4106 Urban 128.63 smokes 27.00 0
## 4107 Urban 84.10 never smoked 25.00 0
## 4108 Urban 77.60 Unknown 28.00 0
## 4109 Urban 70.51 Unknown 26.25 0
## 4110 Rural 109.19 Unknown 27.00 0
## 4111 Rural 55.23 Unknown 27.00 0
## 4112 Urban 120.15 never smoked 24.00 0
## 4113 Urban 72.16 never smoked 23.00 0
## 4114 Rural 95.89 Unknown 28.00 0
## 4115 Urban 64.68 smokes 26.00 0
## 4116 Rural 70.51 formerly smoked 23.00 0
## 4117 Rural 81.77 never smoked 28.00 0
## 4118 Urban 66.47 never smoked 24.00 0
## 4119 Rural 146.08 never smoked 26.00 0
## 4120 Urban 91.68 never smoked 27.00 0
## 4121 Rural 108.96 never smoked 23.00 0
## 4122 Urban 113.41 never smoked 28.00 0
## 4123 Urban 111.08 never smoked 23.00 0
## 4124 Urban 217.74 Unknown 25.00 0
## 4125 Rural 78.50 never smoked 23.00 0
## 4126 Urban 89.06 formerly smoked 23.00 0
## 4127 Urban 74.80 Unknown 26.00 0
## 4128 Rural 80.20 never smoked 24.00 0
## 4129 Rural 76.52 Unknown 27.00 0
## 4130 Rural 208.99 formerly smoked 26.00 0
## 4131 Urban 99.72 smokes 26.00 0
## 4132 Urban 102.97 Unknown 23.00 0
## 4133 Rural 197.36 Unknown 34.56 0
## 4134 Urban 98.56 Unknown 25.00 0
## 4135 Urban 86.06 never smoked 24.00 0
## 4136 Urban 123.08 smokes 26.00 0
## 4137 Urban 75.00 smokes 23.00 0
## 4138 Rural 105.90 smokes 25.00 0
## 4139 Urban 73.87 never smoked 27.00 0
## 4140 Rural 78.04 never smoked 25.00 0
## 4141 Urban 107.74 Unknown 24.00 0
## 4142 Rural 60.64 never smoked 28.00 0
## 4143 Rural 82.57 never smoked 26.00 0
## 4144 Rural 115.98 Unknown 26.00 0
## 4145 Rural 110.38 formerly smoked 27.00 0
## 4146 Rural 92.59 Unknown 25.00 0
## 4147 Urban 82.64 never smoked 25.00 0
## 4148 Urban 70.28 never smoked 28.00 0
## 4149 Urban 106.54 never smoked 26.00 0
## 4150 Urban 59.11 formerly smoked 28.00 0
## 4151 Rural 58.89 formerly smoked 23.00 0
## 4152 Urban 129.66 Unknown 25.00 0
## 4153 Rural 73.57 smokes 21.47 0
## 4154 Urban 72.04 formerly smoked 24.00 0
## 4155 Rural 125.63 Unknown 23.00 0
## 4156 Rural 77.94 never smoked 28.00 0
## 4157 Urban 68.99 never smoked 26.00 0
## 4158 Rural 111.76 Unknown 27.00 0
## 4159 Rural 65.36 never smoked 24.00 0
## 4160 Urban 80.27 never smoked 28.00 0
## 4161 Urban 81.73 never smoked 25.00 0
## 4162 Rural 79.22 smokes 25.00 0
## 4163 Urban 142.63 smokes 24.00 0
## 4164 Rural 97.05 Unknown 25.00 0
## 4165 Urban 222.52 formerly smoked 23.00 1
## 4166 Rural 70.38 smokes 25.00 0
## 4167 Rural 114.46 formerly smoked 28.00 0
## 4168 Urban 64.62 never smoked 26.00 0
## 4169 Urban 94.12 Unknown 25.00 0
## 4170 Rural 70.19 smokes 25.09 0
## 4171 Urban 55.35 Unknown 25.00 0
## 4172 Urban 115.52 formerly smoked 23.00 0
## 4173 Urban 60.70 Unknown 27.13 0
## 4174 Urban 69.24 Unknown 24.00 0
## 4175 Urban 103.29 never smoked 28.00 0
## 4176 Rural 92.74 Unknown 25.00 0
## 4177 Rural 232.64 never smoked 26.00 0
## 4178 Urban 82.46 smokes 26.00 0
## 4179 Urban 63.57 never smoked 23.00 0
## 4180 Urban 73.24 never smoked 24.00 0
## 4181 Urban 78.43 smokes 25.00 0
## 4182 Urban 57.46 smokes 23.00 0
## 4183 Rural 104.16 never smoked 23.00 0
## 4184 Rural 110.42 never smoked 26.00 0
## 4185 Rural 119.40 never smoked 23.00 0
## 4186 Urban 119.13 never smoked 23.00 0
## 4187 Rural 120.22 never smoked 25.00 0
## 4188 Urban 80.80 never smoked 27.00 0
## 4189 Rural 57.96 never smoked 27.00 0
## 4190 Urban 81.24 never smoked 27.00 0
## 4191 Urban 88.79 never smoked 23.00 0
## 4192 Rural 70.91 never smoked 26.00 0
## 4193 Rural 87.12 smokes 23.00 0
## 4194 Urban 126.09 Unknown 25.00 0
## 4195 Urban 76.42 smokes 26.00 0
## 4196 Rural 56.33 Unknown 24.00 0
## 4197 Rural 131.81 Unknown 26.00 0
## 4198 Rural 95.23 smokes 24.00 0
## 4199 Urban 71.18 formerly smoked 23.00 0
## 4200 Rural 87.71 formerly smoked 27.00 0
## 4201 Rural 115.68 Unknown 27.00 0
## 4202 Rural 207.37 formerly smoked 27.00 0
## 4203 Rural 74.43 Unknown 28.00 0
## 4204 Rural 75.10 Unknown 28.00 0
## 4205 Rural 69.72 smokes 26.00 0
## 4206 Urban 111.84 Unknown 25.00 0
## 4207 Rural 111.08 never smoked 28.00 0
## 4208 Rural 201.96 Unknown 23.00 0
## 4209 Urban 68.68 never smoked 23.00 0
## 4210 Rural 56.90 never smoked 26.00 0
## 4211 Urban 91.16 never smoked 28.00 0
## 4212 Urban 99.44 Unknown 28.00 0
## 4213 Urban 78.85 never smoked 26.00 0
## 4214 Rural 123.89 smokes 27.00 0
## 4215 Rural 90.44 never smoked 27.00 0
## 4216 Rural 138.44 Unknown 23.00 0
## 4217 Urban 75.06 never smoked 23.00 0
## 4218 Rural 85.66 never smoked 28.00 0
## 4219 Urban 102.76 Unknown 27.00 0
## 4220 Urban 71.79 formerly smoked 28.00 0
## 4221 Urban 167.16 never smoked 28.00 0
## 4222 Rural 131.05 never smoked 25.14 0
## 4223 Rural 86.92 Unknown 23.00 0
## 4224 Rural 59.62 Unknown 28.00 0
## 4225 Urban 103.72 formerly smoked 24.00 0
## 4226 Rural 77.10 Unknown 28.00 0
## 4227 Rural 94.75 smokes 27.00 0
## 4228 Rural 77.72 Unknown 25.00 0
## 4229 Rural 76.09 smokes 19.37 0
## 4230 Urban 61.80 formerly smoked 24.00 0
## 4231 Urban 92.97 formerly smoked 27.87 0
## 4232 Urban 83.73 never smoked 26.00 0
## 4233 Rural 79.33 Unknown 24.00 0
## 4234 Rural 108.32 Unknown 25.00 0
## 4235 Rural 103.65 formerly smoked 28.00 0
## 4236 Rural 86.19 never smoked 25.00 0
## 4237 Urban 131.42 smokes 26.08 0
## 4238 Urban 69.46 never smoked 28.00 0
## 4239 Rural 76.78 smokes 26.00 0
## 4240 Urban 103.78 formerly smoked 28.00 0
## 4241 Urban 213.43 smokes 23.00 0
## 4242 Rural 93.52 Unknown 25.00 0
## 4243 Urban 115.07 never smoked 28.00 0
## 4244 Rural 69.45 Unknown 25.00 0
## 4245 Rural 81.00 Unknown 23.00 0
## 4246 Urban 83.16 Unknown 23.00 0
## 4247 Rural 108.63 never smoked 27.00 0
## 4248 Rural 88.06 Unknown 24.00 0
## 4249 Rural 80.57 formerly smoked 26.00 0
## 4250 Urban 248.24 smokes 27.00 0
## 4251 Urban 57.79 smokes 26.84 0
## 4252 Urban 87.40 never smoked 28.00 0
## 4253 Urban 76.63 Unknown 23.66 0
## 4254 Rural 58.01 never smoked 25.00 0
## 4255 Urban 77.43 Unknown 23.00 0
## 4256 Rural 101.12 smokes 28.00 0
## 4257 Rural 64.45 Unknown 27.00 0
## 4258 Urban 79.42 never smoked 26.00 0
## 4259 Urban 82.94 Unknown 28.00 0
## 4260 Rural 81.58 never smoked 23.00 0
## 4261 Urban 62.21 Unknown 23.00 0
## 4262 Rural 229.94 never smoked 26.00 0
## 4263 Urban 116.06 Unknown 27.00 0
## 4264 Urban 117.77 never smoked 23.00 0
## 4265 Urban 66.69 never smoked 25.00 0
## 4266 Rural 122.23 Unknown 26.00 0
## 4267 Urban 168.68 formerly smoked 28.00 0
## 4268 Rural 119.90 never smoked 22.69 0
## 4269 Urban 110.33 smokes 27.00 0
## 4270 Rural 77.95 never smoked 23.00 0
## 4271 Rural 80.35 smokes 26.00 0
## 4272 Urban 57.38 formerly smoked 28.00 0
## 4273 Urban 96.47 Unknown 23.00 0
## 4274 Rural 70.66 never smoked 27.00 0
## 4275 Urban 202.06 never smoked 26.00 0
## 4276 Urban 91.30 Unknown 26.00 0
## 4277 Rural 67.56 Unknown 26.00 0
## 4278 Rural 126.12 Unknown 27.00 0
## 4279 Urban 86.40 smokes 23.00 0
## 4280 Urban 103.22 never smoked 24.00 0
## 4281 Rural 88.85 Unknown 26.00 0
## 4282 Urban 63.90 smokes 25.00 0
## 4283 Urban 81.32 formerly smoked 26.00 0
## 4284 Rural 253.93 formerly smoked 24.00 0
## 4285 Urban 78.11 formerly smoked 27.00 0
## 4286 Urban 134.65 Unknown 26.00 0
## 4287 Rural 194.75 Unknown 27.00 0
## 4288 Rural 77.94 never smoked 27.00 0
## 4289 Rural 56.94 Unknown 28.00 0
## 4290 Rural 117.03 formerly smoked 27.00 0
## 4291 Rural 207.84 never smoked 28.00 0
## 4292 Rural 228.26 never smoked 28.00 0
## 4293 Rural 84.43 smokes 26.00 0
## 4294 Urban 57.09 Unknown 27.00 0
## 4295 Urban 94.89 never smoked 27.00 0
## 4296 Rural 132.46 Unknown 26.00 0
## 4297 Rural 75.13 formerly smoked 28.00 0
## 4298 Rural 76.64 never smoked 27.00 0
## 4299 Rural 91.32 never smoked 24.00 0
## 4300 Rural 85.90 never smoked 27.00 0
## 4301 Urban 76.19 never smoked 27.00 0
## 4302 Rural 85.77 Unknown 25.00 0
## 4303 Urban 63.42 never smoked 27.73 0
## 4304 Rural 112.02 Unknown 23.00 0
## 4305 Urban 203.76 never smoked 23.00 0
## 4306 Urban 98.44 formerly smoked 24.00 0
## 4307 Urban 79.57 Unknown 24.00 0
## 4308 Urban 63.98 smokes 23.00 0
## 4309 Urban 101.46 formerly smoked 25.00 0
## 4310 Urban 74.66 smokes 25.00 0
## 4311 Rural 68.66 never smoked 24.00 0
## 4312 Rural 205.78 never smoked 27.00 0
## 4313 Rural 111.24 never smoked 25.00 0
## 4314 Urban 134.76 Unknown 24.00 0
## 4315 Urban 110.10 never smoked 25.00 0
## 4316 Urban 100.80 formerly smoked 24.00 0
## 4317 Urban 113.08 Unknown 26.84 0
## 4318 Urban 56.48 formerly smoked 27.00 0
## 4319 Urban 77.77 smokes 26.00 0
## 4320 Urban 104.02 Unknown 25.00 0
## 4321 Rural 83.59 never smoked 25.00 0
## 4322 Urban 179.67 formerly smoked 27.00 0
## 4323 Urban 91.89 Unknown 23.00 0
## 4324 Rural 78.90 Unknown 23.00 0
## 4325 Rural 230.74 formerly smoked 26.00 0
## 4326 Rural 216.19 formerly smoked 23.00 0
## 4327 Rural 83.70 never smoked 23.00 0
## 4328 Rural 200.66 smokes 27.00 0
## 4329 Rural 73.99 Unknown 23.00 0
## 4330 Urban 228.50 never smoked 23.00 0
## 4331 Urban 70.43 smokes 27.00 0
## 4332 Urban 74.39 formerly smoked 28.00 0
## 4333 Urban 102.92 Unknown 28.35 0
## 4334 Urban 87.91 formerly smoked 25.00 0
## 4335 Rural 118.55 smokes 29.51 0
## 4336 Urban 232.29 smokes 23.00 0
## 4337 Rural 125.32 Unknown 27.00 0
## 4338 Urban 78.98 formerly smoked 27.00 0
## 4339 Rural 100.20 smokes 25.00 0
## 4340 Rural 200.91 never smoked 24.00 0
## 4341 Rural 95.24 Unknown 26.00 0
## 4342 Urban 56.64 never smoked 24.00 0
## 4343 Urban 80.48 Unknown 23.00 0
## 4344 Urban 112.96 never smoked 28.00 0
## 4345 Rural 236.04 never smoked 26.00 0
## 4346 Urban 73.00 never smoked 27.00 0
## 4347 Urban 61.13 never smoked 25.00 0
## 4348 Urban 88.56 never smoked 24.00 0
## 4349 Rural 66.16 never smoked 23.00 0
## 4350 Rural 88.98 smokes 22.01 0
## 4351 Urban 94.39 Unknown 28.00 0
## 4352 Urban 87.39 never smoked 22.78 0
## 4353 Rural 77.91 Unknown 27.00 0
## 4354 Urban 86.85 formerly smoked 23.00 0
## 4355 Rural 94.37 never smoked 24.00 0
## 4356 Rural 76.64 never smoked 28.00 0
## 4357 Urban 254.95 smokes 28.00 0
## 4358 Urban 107.33 formerly smoked 24.00 0
## 4359 Urban 80.94 smokes 28.00 0
## 4360 Rural 112.02 Unknown 26.00 0
## 4361 Rural 196.58 formerly smoked 24.00 0
## 4362 Urban 89.14 formerly smoked 25.00 0
## 4363 Urban 69.94 smokes 27.97 0
## 4364 Urban 55.79 never smoked 26.00 0
## 4365 Urban 73.08 Unknown 27.00 0
## 4366 Urban 96.02 Unknown 23.00 0
## 4367 Rural 189.82 formerly smoked 27.00 0
## 4368 Urban 89.68 never smoked 23.00 0
## 4369 Urban 101.06 smokes 25.06 0
## 4370 Rural 62.66 Unknown 26.00 0
## 4371 Urban 84.03 Unknown 24.00 0
## 4372 Rural 108.38 Unknown 27.00 0
## 4373 Rural 78.79 Unknown 27.00 0
## 4374 Rural 76.12 Unknown 26.00 0
## 4375 Rural 68.01 never smoked 26.00 0
## 4376 Urban 90.11 never smoked 26.00 0
## 4377 Urban 193.61 never smoked 24.00 0
## 4378 Rural 195.74 Unknown 28.00 0
## 4379 Rural 94.77 Unknown 28.00 0
## 4380 Urban 85.00 Unknown 25.00 0
## 4381 Urban 141.37 never smoked 26.00 0
## 4382 Urban 90.71 Unknown 26.00 0
## 4383 Rural 106.80 never smoked 23.00 0
## 4384 Rural 121.66 Unknown 24.00 0
## 4385 Urban 85.18 smokes 24.00 0
## 4386 Rural 130.07 never smoked 27.00 0
## 4387 Rural 74.24 never smoked 28.00 0
## 4388 Urban 79.98 never smoked 27.00 0
## 4389 Urban 106.76 formerly smoked 23.00 0
## 4390 Urban 76.34 Unknown 25.00 0
## 4391 Rural 221.24 Unknown 24.00 0
## 4392 Urban 80.55 smokes 28.00 0
## 4393 Rural 63.98 Unknown 26.00 0
## 4394 Rural 55.93 smokes 24.00 0
## 4395 Rural 73.94 Unknown 28.00 0
## 4396 Rural 65.58 Unknown 23.00 0
## 4397 Rural 83.80 smokes 26.00 0
## 4398 Urban 95.87 formerly smoked 26.00 0
## 4399 Rural 112.83 Unknown 27.00 0
## 4400 Rural 84.93 never smoked 26.00 0
## 4401 Rural 103.08 smokes 25.00 0
## 4402 Rural 85.98 Unknown 25.00 0
## 4403 Urban 83.75 never smoked 28.00 0
## 4404 Urban 125.43 Unknown 25.00 0
## 4405 Urban 101.58 never smoked 28.00 0
## 4406 Rural 149.80 Unknown 27.00 0
## 4407 Rural 112.55 never smoked 26.00 0
## 4408 Urban 70.87 formerly smoked 26.00 0
## 4409 Rural 92.96 never smoked 26.00 0
## 4410 Rural 112.19 Unknown 26.00 0
## 4411 Urban 85.08 Unknown 25.00 0
## 4412 Urban 112.37 never smoked 23.00 0
## 4413 Urban 151.26 never smoked 23.00 0
## 4414 Urban 73.81 Unknown 28.00 0
## 4415 Urban 77.20 Unknown 23.00 0
## 4416 Urban 76.08 never smoked 27.00 0
## 4417 Rural 123.98 never smoked 21.63 0
## 4418 Urban 108.51 Unknown 24.00 0
## 4419 Rural 98.07 never smoked 24.00 0
## 4420 Urban 85.82 never smoked 26.00 0
## 4421 Rural 86.21 Unknown 26.00 0
## 4422 Urban 99.01 formerly smoked 23.00 0
## 4423 Rural 79.53 never smoked 24.00 0
## 4424 Rural 80.08 never smoked 28.00 0
## 4425 Rural 69.47 Unknown 27.00 0
## 4426 Urban 85.07 Unknown 26.00 0
## 4427 Rural 88.00 never smoked 26.56 0
## 4428 Rural 144.14 never smoked 28.00 0
## 4429 Urban 78.80 smokes 23.00 0
## 4430 Urban 86.78 smokes 23.00 0
## 4431 Rural 105.72 formerly smoked 23.00 0
## 4432 Rural 64.37 never smoked 24.00 0
## 4433 Rural 146.10 never smoked 23.00 0
## 4434 Urban 58.66 never smoked 27.00 0
## 4435 Urban 192.50 never smoked 25.00 0
## 4436 Rural 103.50 Unknown 24.00 0
## 4437 Urban 89.42 never smoked 23.00 0
## 4438 Rural 212.92 never smoked 26.00 0
## 4439 Rural 60.73 never smoked 23.00 0
## 4440 Urban 73.18 never smoked 23.00 0
## 4441 Urban 82.26 Unknown 24.00 0
## 4442 Urban 87.40 formerly smoked 28.00 0
## 4443 Rural 86.95 formerly smoked 25.00 0
## 4444 Rural 74.00 never smoked 23.00 0
## 4445 Urban 73.98 never smoked 25.00 0
## 4446 Rural 124.78 never smoked 26.00 0
## 4447 Urban 191.94 never smoked 23.00 0
## 4448 Urban 247.87 never smoked 24.00 0
## 4449 Rural 83.20 formerly smoked 23.00 0
## 4450 Urban 88.62 formerly smoked 25.00 0
## 4451 Urban 81.51 formerly smoked 26.00 0
## 4452 Urban 101.76 smokes 28.00 0
## 4453 Urban 115.71 formerly smoked 28.00 0
## 4454 Rural 229.73 never smoked 24.00 0
## 4455 Rural 57.40 Unknown 26.00 0
## 4456 Rural 100.47 never smoked 23.00 0
## 4457 Rural 81.36 never smoked 28.00 0
## 4458 Rural 261.67 formerly smoked 28.00 0
## 4459 Rural 110.20 Unknown 30.10 0
## 4460 Rural 98.90 never smoked 27.00 0
## 4461 Rural 95.19 smokes 23.00 0
## 4462 Rural 105.28 never smoked 23.00 0
## 4463 Rural 83.03 Unknown 25.84 0
## 4464 Rural 89.41 smokes 24.00 0
## 4465 Rural 70.56 never smoked 27.59 0
## 4466 Urban 78.79 Unknown 24.00 0
## 4467 Rural 70.13 Unknown 24.00 0
## 4468 Rural 62.68 never smoked 23.00 0
## 4469 Urban 71.77 never smoked 26.00 0
## 4470 Rural 77.99 smokes 23.00 0
## 4471 Urban 256.74 formerly smoked 24.00 0
## 4472 Rural 93.72 never smoked 23.00 0
## 4473 Urban 63.74 Unknown 26.00 0
## 4474 Urban 60.67 formerly smoked 23.00 0
## 4475 Urban 112.08 never smoked 23.00 0
## 4476 Rural 221.08 never smoked 23.00 0
## 4477 Urban 101.81 smokes 27.00 0
## 4478 Rural 60.17 smokes 27.00 0
## 4479 Rural 65.29 never smoked 27.00 0
## 4480 Urban 153.24 Unknown 23.00 0
## 4481 Rural 61.42 smokes 24.00 0
## 4482 Urban 86.67 never smoked 27.00 0
## 4483 Rural 82.42 never smoked 23.00 0
## 4484 Rural 100.54 smokes 27.00 0
## 4485 Urban 111.48 never smoked 28.00 0
## 4486 Urban 85.33 never smoked 27.00 0
## 4487 Urban 126.57 formerly smoked 28.00 0
## 4488 Urban 81.51 formerly smoked 23.00 0
## 4489 Rural 67.97 Unknown 27.00 0
## 4490 Urban 77.92 Unknown 26.00 0
## 4491 Urban 80.54 smokes 26.00 0
## 4492 Urban 76.47 Unknown 24.85 0
## 4493 Urban 87.15 Unknown 25.00 0
## 4494 Urban 86.07 Unknown 28.00 0
## 4495 Rural 106.52 formerly smoked 28.00 0
## 4496 Rural 94.24 Unknown 26.00 0
## 4497 Urban 89.73 formerly smoked 28.00 0
## 4498 Urban 208.39 formerly smoked 23.00 0
## 4499 Rural 128.61 never smoked 25.00 0
## 4500 Rural 57.56 never smoked 28.00 0
## 4501 Urban 227.23 formerly smoked 27.00 0
## 4502 Urban 77.76 Unknown 25.00 0
## 4503 Urban 72.76 Unknown 24.00 0
## 4504 Rural 90.11 never smoked 24.00 0
## 4505 Rural 203.27 never smoked 23.00 0
## 4506 Urban 234.50 never smoked 24.00 0
## 4507 Urban 71.12 never smoked 23.00 0
## 4508 Urban 190.67 never smoked 25.00 0
## 4509 Rural 116.04 Unknown 23.00 0
## 4510 Urban 82.95 never smoked 26.00 0
## 4511 Urban 112.75 Unknown 26.00 0
## 4512 Urban 82.63 smokes 26.00 0
## 4513 Urban 92.75 smokes 25.00 0
## 4514 Rural 117.63 formerly smoked 25.00 0
## 4515 Rural 197.06 never smoked 23.00 0
## 4516 Urban 216.07 never smoked 26.00 0
## 4517 Rural 76.03 never smoked 24.00 0
## 4518 Urban 62.44 Unknown 25.00 0
## 4519 Rural 108.82 smokes 28.00 0
## 4520 Urban 101.66 never smoked 28.00 0
## 4521 Rural 121.15 Unknown 23.00 0
## 4522 Rural 116.44 never smoked 27.00 0
## 4523 Rural 116.62 smokes 23.00 0
## 4524 Urban 93.30 never smoked 28.00 0
## 4525 Urban 144.33 never smoked 25.00 0
## 4526 Urban 98.02 never smoked 27.00 0
## 4527 Urban 80.67 Unknown 23.00 0
## 4528 Urban 94.27 Unknown 26.00 0
## 4529 Rural 76.35 formerly smoked 26.00 0
## 4530 Urban 57.56 never smoked 24.51 0
## 4531 Urban 179.14 Unknown 27.00 0
## 4532 Rural 63.49 never smoked 23.00 0
## 4533 Rural 145.18 smokes 24.00 0
## 4534 Rural 66.30 never smoked 25.00 0
## 4535 Rural 120.56 never smoked 28.00 0
## 4536 Rural 69.20 formerly smoked 28.00 0
## 4537 Urban 150.74 Unknown 24.00 0
## 4538 Urban 81.38 smokes 28.00 0
## 4539 Urban 78.48 Unknown 27.00 0
## 4540 Rural 203.87 never smoked 26.00 0
## 4541 Urban 87.00 Unknown 23.00 0
## 4542 Rural 84.68 formerly smoked 28.00 0
## 4543 Urban 91.89 smokes 27.00 0
## 4544 Rural 88.97 never smoked 24.00 0
## 4545 Urban 116.98 never smoked 27.00 0
## 4546 Urban 135.82 never smoked 25.00 0
## 4547 Rural 96.62 Unknown 23.00 0
## 4548 Rural 106.53 formerly smoked 23.00 0
## 4549 Rural 58.42 formerly smoked 28.09 0
## 4550 Rural 79.62 never smoked 23.00 0
## 4551 Urban 141.84 Unknown 25.00 0
## 4552 Rural 78.05 never smoked 23.00 0
## 4553 Rural 77.16 never smoked 28.00 0
## 4554 Urban 86.30 never smoked 28.00 0
## 4555 Urban 83.55 formerly smoked 26.00 0
## 4556 Rural 102.00 smokes 25.00 0
## 4557 Urban 68.07 smokes 25.00 0
## 4558 Rural 81.77 never smoked 24.00 0
## 4559 Rural 82.62 smokes 28.00 0
## 4560 Urban 102.03 Unknown 24.00 0
## 4561 Urban 235.06 formerly smoked 28.00 0
## 4562 Rural 57.52 formerly smoked 23.00 0
## 4563 Urban 76.98 never smoked 28.00 0
## 4564 Urban 82.31 never smoked 27.00 0
## 4565 Urban 83.84 Unknown 26.00 0
## 4566 Urban 98.14 formerly smoked 25.00 0
## 4567 Rural 84.04 Unknown 23.00 0
## 4568 Rural 92.24 Unknown 28.00 0
## 4569 Urban 94.92 Unknown 24.00 0
## 4570 Rural 112.70 never smoked 28.00 0
## 4571 Urban 74.34 never smoked 28.00 0
## 4572 Urban 72.99 Unknown 26.00 0
## 4573 Urban 104.90 never smoked 27.00 0
## 4574 Rural 99.96 never smoked 25.00 0
## 4575 Urban 85.27 Unknown 27.00 0
## 4576 Urban 60.32 smokes 26.00 0
## 4577 Rural 94.14 smokes 26.00 0
## 4578 Urban 195.43 never smoked 26.00 0
## 4579 Rural 200.25 never smoked 28.00 0
## 4580 Rural 90.31 smokes 25.00 0
## 4581 Urban 95.33 never smoked 28.00 0
## 4582 Rural 85.65 Unknown 25.00 0
## 4583 Urban 223.64 smokes 25.00 0
## 4584 Rural 76.43 Unknown 25.00 0
## 4585 Urban 98.66 Unknown 28.00 0
## 4586 Urban 75.84 Unknown 24.00 0
## 4587 Urban 85.46 never smoked 24.00 0
## 4588 Urban 81.33 Unknown 27.00 0
## 4589 Urban 199.78 Unknown 26.85 0
## 4590 Urban 176.42 Unknown 25.00 0
## 4591 Urban 101.56 never smoked 24.00 0
## 4592 Urban 84.48 formerly smoked 24.00 0
## 4593 Urban 93.21 Unknown 24.00 0
## 4594 Urban 72.88 never smoked 23.00 0
## 4595 Urban 84.10 Unknown 23.09 0
## 4596 Rural 72.84 Unknown 25.00 0
## 4597 Urban 70.89 never smoked 24.00 0
## 4598 Rural 108.14 formerly smoked 24.00 0
## 4599 Rural 244.30 never smoked 25.00 0
## 4600 Rural 88.04 formerly smoked 25.00 0
## 4601 Rural 65.84 Unknown 24.00 0
## 4602 Rural 106.73 never smoked 27.00 0
## 4603 Urban 106.03 Unknown 26.00 0
## 4604 Urban 80.88 formerly smoked 27.00 0
## 4605 Urban 140.10 never smoked 24.00 0
## 4606 Urban 127.40 formerly smoked 25.00 0
## 4607 Urban 87.72 never smoked 26.00 0
## 4608 Rural 58.23 formerly smoked 23.00 0
## 4609 Rural 69.37 formerly smoked 27.00 0
## 4610 Urban 58.64 never smoked 27.00 0
## 4611 Urban 59.67 smokes 23.00 0
## 4612 Urban 78.08 never smoked 24.23 0
## 4613 Urban 105.08 never smoked 23.00 0
## 4614 Urban 89.30 never smoked 24.00 0
## 4615 Rural 61.38 Unknown 26.00 0
## 4616 Rural 56.11 formerly smoked 28.00 0
## 4617 Urban 223.16 Unknown 25.00 0
## 4618 Urban 75.53 formerly smoked 23.00 0
## 4619 Urban 107.47 never smoked 23.00 0
## 4620 Urban 76.00 Unknown 23.00 0
## 4621 Urban 90.28 never smoked 24.00 0
## 4622 Urban 65.22 never smoked 27.00 0
## 4623 Urban 86.24 Unknown 28.00 0
## 4624 Urban 166.38 never smoked 24.00 0
## 4625 Urban 78.91 Unknown 23.00 0
## 4626 Urban 226.28 Unknown 26.00 0
## 4627 Urban 90.73 smokes 26.00 0
## 4628 Rural 172.86 never smoked 28.00 0
## 4629 Rural 213.92 never smoked 23.00 0
## 4630 Urban 92.23 never smoked 24.00 0
## 4631 Urban 79.81 never smoked 23.00 0
## 4632 Rural 81.78 Unknown 25.00 0
## 4633 Rural 102.00 never smoked 25.00 0
## 4634 Rural 68.42 smokes 26.00 0
## 4635 Urban 94.68 Unknown 27.00 0
## 4636 Rural 125.33 Unknown 23.00 0
## 4637 Urban 212.19 never smoked 24.00 0
## 4638 Urban 89.00 formerly smoked 24.00 0
## 4639 Rural 60.98 formerly smoked 23.00 0
## 4640 Urban 58.19 smokes 28.00 0
## 4641 Rural 67.68 Unknown 26.00 0
## 4642 Rural 84.99 Unknown 26.00 0
## 4643 Urban 62.13 never smoked 28.00 0
## 4644 Rural 57.10 never smoked 23.00 0
## 4645 Urban 97.95 smokes 27.00 0
## 4646 Rural 94.06 Unknown 26.00 0
## 4647 Urban 93.88 Unknown 28.00 0
## 4648 Rural 90.30 formerly smoked 24.60 0
## 4649 Urban 83.14 never smoked 28.00 0
## 4650 Urban 118.66 Unknown 24.00 0
## 4651 Rural 100.47 formerly smoked 23.00 0
## 4652 Urban 90.78 Unknown 23.00 0
## 4653 Urban 66.46 formerly smoked 27.00 0
## 4654 Urban 73.56 formerly smoked 21.67 0
## 4655 Urban 200.80 Unknown 27.00 0
## 4656 Urban 57.28 never smoked 28.00 0
## 4657 Rural 92.87 smokes 23.00 0
## 4658 Rural 96.47 Unknown 25.00 0
## 4659 Urban 99.44 formerly smoked 27.00 0
## 4660 Urban 77.96 smokes 23.00 0
## 4661 Rural 60.13 never smoked 28.00 0
## 4662 Rural 88.17 formerly smoked 26.00 0
## 4663 Rural 84.41 never smoked 24.00 0
## 4664 Rural 72.34 Unknown 26.00 0
## 4665 Rural 68.72 never smoked 23.00 0
## 4666 Urban 222.58 smokes 26.00 0
## 4667 Rural 66.06 formerly smoked 19.71 0
## 4668 Rural 156.43 formerly smoked 25.00 0
## 4669 Urban 105.76 formerly smoked 26.00 0
## 4670 Rural 73.07 smokes 28.00 0
## 4671 Rural 99.48 never smoked 23.07 0
## 4672 Rural 79.60 Unknown 25.00 0
## 4673 Urban 70.00 never smoked 27.00 0
## 4674 Rural 112.98 formerly smoked 27.00 0
## 4675 Urban 61.07 Unknown 25.00 0
## 4676 Rural 63.43 Unknown 24.00 0
## 4677 Urban 73.20 smokes 27.00 0
## 4678 Urban 102.73 formerly smoked 25.00 0
## 4679 Rural 74.88 never smoked 28.00 0
## 4680 Urban 122.43 never smoked 23.00 0
## 4681 Urban 84.21 never smoked 23.00 0
## 4682 Rural 80.42 formerly smoked 24.00 0
## 4683 Urban 80.44 never smoked 24.00 0
## 4684 Rural 80.63 never smoked 24.00 0
## 4685 Rural 206.53 never smoked 24.00 0
## 4686 Urban 104.12 never smoked 27.00 0
## 4687 Rural 96.82 never smoked 24.00 0
## 4688 Urban 88.10 never smoked 27.00 0
## 4689 Rural 64.85 Unknown 26.00 0
## 4690 Rural 102.87 smokes 25.00 0
## 4691 Urban 83.75 Unknown 24.00 0
## 4692 Rural 97.68 formerly smoked 32.04 0
## 4693 Urban 97.58 formerly smoked 23.00 0
## 4694 Rural 74.16 never smoked 24.00 0
## 4695 Urban 86.00 Unknown 26.00 0
## 4696 Urban 100.93 never smoked 24.80 0
## 4697 Urban 232.78 formerly smoked 26.00 0
## 4698 Rural 86.96 formerly smoked 26.00 0
## 4699 Urban 67.50 formerly smoked 25.00 0
## 4700 Urban 81.21 smokes 26.00 0
## 4701 Rural 110.14 smokes 26.00 0
## 4702 Urban 120.44 never smoked 16.71 0
## 4703 Urban 187.47 never smoked 28.00 0
## 4704 Urban 94.62 Unknown 24.00 0
## 4705 Rural 89.57 never smoked 26.00 0
## 4706 Urban 95.31 never smoked 29.25 0
## 4707 Rural 75.07 never smoked 23.00 0
## 4708 Rural 106.65 formerly smoked 26.00 0
## 4709 Urban 234.06 never smoked 25.00 0
## 4710 Rural 144.15 never smoked 23.00 0
## 4711 Urban 58.81 never smoked 26.00 0
## 4712 Urban 242.62 never smoked 23.00 0
## 4713 Urban 93.04 never smoked 26.00 0
## 4714 Rural 65.68 Unknown 24.00 0
## 4715 Urban 150.00 Unknown 24.00 0
## 4716 Urban 63.56 Unknown 24.00 0
## 4717 Rural 96.98 never smoked 24.00 0
## 4718 Rural 66.70 never smoked 25.68 0
## 4719 Rural 79.66 Unknown 27.00 0
## 4720 Rural 90.16 never smoked 25.00 0
## 4721 Rural 104.09 Unknown 23.00 0
## 4722 Rural 90.96 formerly smoked 28.00 0
## 4723 Rural 152.38 never smoked 25.00 0
## 4724 Rural 114.54 smokes 26.00 0
## 4725 Urban 174.54 never smoked 24.00 0
## 4726 Rural 106.47 Unknown 25.00 0
## 4727 Urban 73.63 smokes 23.00 0
## 4728 Urban 98.52 formerly smoked 24.00 0
## 4729 Rural 62.93 smokes 24.00 0
## 4730 Urban 67.87 formerly smoked 23.00 0
## 4731 Rural 120.43 Unknown 28.00 0
## 4732 Rural 76.56 never smoked 28.00 0
## 4733 Urban 108.03 never smoked 25.00 0
## 4734 Rural 83.16 formerly smoked 25.00 0
## 4735 Rural 67.90 never smoked 25.00 0
## 4736 Rural 115.46 Unknown 27.00 0
## 4737 Rural 123.94 never smoked 23.75 0
## 4738 Urban 231.54 never smoked 28.00 0
## 4739 Urban 219.80 formerly smoked 28.00 0
## 4740 Rural 187.99 smokes 22.19 0
## 4741 Rural 234.45 formerly smoked 24.00 0
## 4742 Rural 75.47 formerly smoked 28.00 0
## 4743 Rural 98.24 never smoked 24.00 0
## 4744 Rural 66.20 Unknown 23.00 0
## 4745 Rural 94.67 Unknown 36.11 0
## 4746 Urban 75.95 never smoked 28.00 0
## 4747 Rural 111.79 smokes 25.11 0
## 4748 Rural 80.89 Unknown 26.00 0
## 4749 Rural 86.91 formerly smoked 28.00 0
## 4750 Urban 59.36 smokes 27.00 0
## 4751 Urban 240.69 smokes 25.00 0
## 4752 Rural 66.67 never smoked 26.00 0
## 4753 Rural 87.54 never smoked 24.25 0
## 4754 Urban 139.87 smokes 28.00 0
## 4755 Rural 67.92 never smoked 25.00 0
## 4756 Urban 83.62 Unknown 25.00 0
## 4757 Rural 110.97 Unknown 26.00 0
## 4758 Rural 70.53 never smoked 27.00 0
## 4759 Rural 115.91 formerly smoked 25.00 0
## 4760 Urban 59.74 smokes 26.00 0
## 4761 Rural 62.64 never smoked 23.00 0
## 4762 Rural 84.81 never smoked 26.00 0
## 4763 Urban 78.68 never smoked 28.00 0
## 4764 Urban 217.57 formerly smoked 27.00 0
## 4765 Rural 79.76 Unknown 26.00 0
## 4766 Rural 63.28 never smoked 24.00 0
## 4767 Rural 78.48 never smoked 23.00 0
## 4768 Rural 70.48 never smoked 24.00 0
## 4769 Rural 120.96 formerly smoked 28.00 0
## 4770 Rural 77.29 never smoked 27.00 0
## 4771 Urban 108.51 Unknown 26.00 0
## 4772 Urban 113.85 Unknown 27.00 0
## 4773 Urban 97.65 Unknown 25.00 0
## 4774 Rural 121.83 formerly smoked 27.00 0
## 4775 Urban 81.53 Unknown 26.00 0
## 4776 Urban 58.35 never smoked 27.00 0
## 4777 Urban 65.42 formerly smoked 26.00 0
## 4778 Rural 69.34 never smoked 27.00 0
## 4779 Urban 109.09 smokes 24.00 0
## 4780 Urban 66.71 never smoked 23.00 0
## 4781 Rural 114.92 Unknown 23.00 0
## 4782 Rural 120.58 never smoked 23.00 0
## 4783 Rural 165.36 smokes 27.00 0
## 4784 Urban 66.11 Unknown 26.00 0
## 4785 Rural 126.34 smokes 25.00 0
## 4786 Rural 68.27 never smoked 25.00 0
## 4787 Rural 92.86 never smoked 28.00 0
## 4788 Rural 96.77 formerly smoked 27.00 0
## 4789 Rural 89.24 Unknown 25.00 0
## 4790 Rural 89.32 formerly smoked 27.00 0
## 4791 Rural 107.06 smokes 28.00 0
## 4792 Urban 65.63 smokes 27.00 0
## 4793 Urban 123.66 Unknown 26.00 0
## 4794 Rural 63.82 smokes 23.00 0
## 4795 Rural 108.06 Unknown 23.00 0
## 4796 Rural 136.18 Unknown 26.00 0
## 4797 Urban 71.29 never smoked 25.00 0
## 4798 Rural 76.58 never smoked 27.00 0
## 4799 Rural 119.58 never smoked 23.00 0
## 4800 Urban 109.30 Unknown 24.00 0
## 4801 Urban 111.94 never smoked 28.00 0
## 4802 Urban 81.64 never smoked 26.00 0
## 4803 Rural 97.64 Unknown 26.00 0
## 4804 Rural 110.32 never smoked 24.00 0
## 4805 Rural 79.00 never smoked 27.00 0
## 4806 Urban 95.08 never smoked 26.00 0
## 4807 Urban 137.27 never smoked 28.00 0
## 4808 Urban 57.83 smokes 24.00 0
## 4809 Rural 84.08 never smoked 20.65 0
## 4810 Urban 234.51 formerly smoked 26.00 0
## 4811 Urban 142.64 smokes 28.89 0
## 4812 Rural 69.77 never smoked 27.00 0
## 4813 Urban 71.40 smokes 28.00 0
## 4814 Urban 79.61 Unknown 23.00 0
## 4815 Rural 77.46 Unknown 27.00 0
## 4816 Urban 96.85 Unknown 28.00 0
## 4817 Urban 182.22 formerly smoked 24.00 0
## 4818 Urban 67.26 formerly smoked 26.56 0
## 4819 Rural 60.02 formerly smoked 28.00 0
## 4820 Urban 113.45 never smoked 23.00 0
## 4821 Urban 112.31 Unknown 28.00 0
## 4822 Rural 68.53 never smoked 28.00 0
## 4823 Rural 57.15 never smoked 26.00 0
## 4824 Rural 214.73 never smoked 23.00 0
## 4825 Rural 91.82 Unknown 26.00 0
## 4826 Urban 71.80 Unknown 25.00 0
## 4827 Urban 63.41 formerly smoked 25.00 0
## 4828 Urban 106.24 never smoked 21.28 0
## 4829 Rural 83.01 smokes 27.00 0
## 4830 Rural 67.92 formerly smoked 24.00 0
## 4831 Rural 74.99 smokes 28.00 0
## 4832 Rural 75.22 Unknown 28.00 0
## 4833 Urban 61.88 never smoked 25.00 0
## 4834 Urban 65.67 smokes 23.00 0
## 4835 Urban 110.18 smokes 28.00 0
## 4836 Rural 119.30 formerly smoked 25.00 0
## 4837 Rural 208.69 Unknown 25.00 0
## 4838 Rural 95.18 smokes 24.00 0
## 4839 Urban 107.72 Unknown 23.00 0
## 4840 Rural 83.27 Unknown 23.00 0
## 4841 Rural 90.29 Unknown 27.00 0
## 4842 Urban 81.87 Unknown 27.00 0
## 4843 Urban 153.31 Unknown 26.00 0
## 4844 Rural 101.46 Unknown 28.00 0
## 4845 Urban 72.49 Unknown 23.00 0
## 4846 Rural 86.58 never smoked 23.00 0
## 4847 Urban 113.26 never smoked 24.00 0
## 4848 Urban 84.92 never smoked 23.00 0
## 4849 Urban 128.17 Unknown 25.00 0
## 4850 Rural 93.93 formerly smoked 25.00 0
## 4851 Urban 99.87 Unknown 23.00 0
## 4852 Urban 129.31 formerly smoked 27.00 0
## 4853 Urban 89.43 formerly smoked 27.00 0
## 4854 Rural 101.60 never smoked 20.20 0
## 4855 Rural 66.55 smokes 27.00 0
## 4856 Rural 231.72 formerly smoked 26.00 0
## 4857 Urban 96.69 Unknown 26.87 0
## 4858 Rural 102.13 never smoked 24.00 0
## 4859 Urban 100.88 smokes 28.00 0
## 4860 Rural 66.22 Unknown 28.00 0
## 4861 Urban 109.33 Unknown 26.00 0
## 4862 Urban 206.53 smokes 27.00 0
## 4863 Rural 83.91 Unknown 28.00 0
## 4864 Urban 67.92 never smoked 25.00 0
## 4865 Rural 73.48 Unknown 25.00 0
## 4866 Rural 101.31 Unknown 27.00 0
## 4867 Urban 103.66 smokes 28.00 0
## 4868 Urban 70.73 formerly smoked 26.00 0
## 4869 Rural 77.45 formerly smoked 25.00 0
## 4870 Urban 193.80 never smoked 24.00 0
## 4871 Rural 114.34 never smoked 24.00 0
## 4872 Urban 69.25 Unknown 25.00 0
## 4873 Rural 88.44 Unknown 28.00 0
## 4874 Rural 84.09 formerly smoked 25.00 0
## 4875 Urban 87.06 never smoked 25.00 0
## 4876 Rural 92.64 never smoked 25.00 0
## 4877 Urban 99.36 smokes 24.00 0
## 4878 Rural 135.63 formerly smoked 27.00 0
## 4879 Rural 82.44 Unknown 26.00 0
## 4880 Urban 81.88 Unknown 28.00 0
## 4881 Urban 95.44 smokes 27.00 0
## 4882 Urban 72.71 never smoked 23.00 0
## 4883 Urban 65.45 never smoked 28.00 0
## 4884 Urban 203.01 never smoked 24.00 0
## 4885 Urban 110.84 smokes 24.00 0
## 4886 Urban 83.12 Unknown 28.00 0
## 4887 Rural 55.12 never smoked 24.00 0
## 4888 Rural 105.91 never smoked 27.00 0
## 4889 Rural 61.57 formerly smoked 26.00 0
## 4890 Urban 83.10 smokes 24.00 0
## 4891 Urban 66.32 never smoked 28.00 0
## 4892 Urban 72.56 never smoked 25.00 0
## 4893 Rural 97.99 smokes 27.00 0
## 4894 Urban 63.27 never smoked 25.00 0
## 4895 Urban 79.60 never smoked 26.00 0
## 4896 Rural 177.56 never smoked 27.00 0
## 4897 Rural 81.31 never smoked 25.00 0
## 4898 Rural 59.91 never smoked 24.00 0
## 4899 Rural 132.85 never smoked 26.00 0
## 4900 Rural 198.84 formerly smoked 24.00 0
## 4901 Urban 77.12 Unknown 27.00 0
## 4902 Urban 87.17 never smoked 25.00 0
## 4903 Rural 96.03 Unknown 23.00 0
## 4904 Rural 83.56 Unknown 26.00 0
## 4905 Rural 80.93 Unknown 27.00 0
## 4906 Rural 84.54 smokes 26.00 0
## 4907 Urban 70.51 never smoked 24.56 0
## 4908 Rural 56.87 formerly smoked 28.00 0
## 4909 Urban 67.55 Unknown 25.00 0
## 4910 Urban 243.52 smokes 23.00 0
## 4911 Urban 108.63 Unknown 28.00 0
## 4912 Rural 69.06 smokes 28.00 0
## 4913 Urban 73.89 formerly smoked 24.00 0
## 4914 Urban 84.49 never smoked 25.00 0
## 4915 Urban 73.71 never smoked 23.00 0
## 4916 Urban 129.01 Unknown 27.00 0
## 4917 Urban 72.96 smokes 24.00 0
## 4918 Rural 110.23 Unknown 24.00 0
## 4919 Rural 79.49 Unknown 26.00 0
## 4920 Urban 89.33 never smoked 21.18 0
## 4921 Rural 68.38 Unknown 28.00 0
## 4922 Rural 238.27 smokes 27.43 0
## 4923 Urban 135.79 formerly smoked 23.00 0
## 4924 Rural 82.19 never smoked 24.00 0
## 4925 Urban 93.20 smokes 24.00 0
## 4926 Urban 208.31 formerly smoked 26.00 0
## 4927 Rural 111.33 never smoked 24.16 0
## 4928 Rural 69.84 Unknown 28.00 0
## 4929 Rural 121.71 never smoked 24.00 0
## 4930 Urban 80.08 Unknown 25.00 0
## 4931 Urban 84.40 Unknown 25.00 0
## 4932 Rural 98.61 smokes 24.00 0
## 4933 Urban 86.61 smokes 28.00 0
## 4934 Urban 80.44 never smoked 23.00 0
## 4935 Rural 107.02 Unknown 24.00 0
## 4936 Rural 97.23 never smoked 25.00 0
## 4937 Rural 91.21 formerly smoked 26.00 0
## 4938 Urban 103.69 smokes 27.00 0
## 4939 Urban 74.12 formerly smoked 26.00 0
## 4940 Urban 71.08 never smoked 27.00 0
## 4941 Urban 58.39 never smoked 24.00 0
## 4942 Rural 176.34 never smoked 25.00 0
## 4943 Rural 73.76 never smoked 25.00 0
## 4944 Rural 67.21 formerly smoked 25.00 0
## 4945 Urban 87.98 Unknown 26.00 0
## 4946 Urban 94.23 Unknown 25.00 0
## 4947 Rural 111.36 never smoked 28.00 0
## 4948 Urban 84.07 smokes 19.03 0
## 4949 Urban 117.31 never smoked 28.00 0
## 4950 Urban 84.94 never smoked 27.00 0
## 4951 Urban 68.86 never smoked 27.00 0
## 4952 Urban 132.88 never smoked 25.00 0
## 4953 Rural 211.83 never smoked 27.00 0
## 4954 Rural 124.92 Unknown 28.00 0
## 4955 Urban 57.42 never smoked 23.00 0
## 4956 Urban 215.69 formerly smoked 25.00 0
## 4957 Urban 154.67 never smoked 23.00 0
## 4958 Urban 67.66 never smoked 23.00 0
## 4959 Rural 153.48 never smoked 24.00 0
## 4960 Urban 62.63 never smoked 26.00 0
## 4961 Urban 77.93 smokes 23.00 0
## 4962 Rural 80.30 Unknown 26.00 0
## 4963 Urban 106.69 Unknown 23.00 0
## 4964 Urban 83.07 formerly smoked 26.00 0
## 4965 Urban 140.14 never smoked 25.00 0
## 4966 Urban 92.65 never smoked 26.00 0
## 4967 Urban 111.37 formerly smoked 26.00 0
## 4968 Rural 99.00 never smoked 26.00 0
## 4969 Rural 78.24 Unknown 26.00 0
## 4970 Rural 83.88 never smoked 23.00 0
## 4971 Urban 86.21 smokes 24.00 0
## 4972 Urban 57.06 never smoked 25.00 0
## 4973 Rural 112.25 Unknown 24.00 0
## 4974 Urban 81.06 smokes 24.00 0
## 4975 Urban 104.37 never smoked 28.00 0
## 4976 Urban 124.31 Unknown 23.00 0
## 4977 Urban 101.95 formerly smoked 28.00 0
## 4978 Rural 116.95 never smoked 24.00 0
## 4979 Urban 99.76 Unknown 26.00 0
## 4980 Urban 105.48 Unknown 27.00 0
## 4981 Urban 100.60 never smoked 26.00 0
## 4982 Urban 65.05 Unknown 26.00 0
## 4983 Rural 75.90 never smoked 26.00 0
## 4984 Rural 267.60 never smoked 26.00 0
## 4985 Urban 215.07 smokes 24.22 0
## 4986 Urban 109.03 Unknown 24.00 0
## 4987 Rural 225.35 smokes 24.00 0
## 4988 Rural 196.26 Unknown 25.00 0
## 4989 Urban 95.42 formerly smoked 25.00 0
## 4990 Rural 123.04 Unknown 28.00 0
## 4991 Urban 85.88 Unknown 23.00 0
## 4992 Rural 107.43 never smoked 23.00 0
## 4993 Rural 56.85 never smoked 28.00 0
## 4994 Rural 102.15 Unknown 23.00 0
## 4995 Rural 88.68 never smoked 28.00 0
## 4996 Urban 182.52 Unknown 25.00 0
## 4997 Urban 93.97 never smoked 27.00 0
## 4998 Urban 104.03 Unknown 24.00 0
## 4999 Rural 67.99 never smoked 28.00 0
## 5000 Rural 83.37 Unknown 27.00 0
## 5001 Rural 124.66 never smoked 24.00 0
## 5002 Rural 212.87 never smoked 24.00 0
## 5003 Urban 96.75 formerly smoked 27.00 0
## 5004 Urban 63.28 Unknown 25.00 0
## 5005 Urban 82.64 Unknown 24.00 0
## 5006 Rural 71.34 never smoked 23.00 0
## 5007 Rural 183.43 formerly smoked 26.00 0
## 5008 Urban 101.19 formerly smoked 26.00 0
## 5009 Rural 88.51 never smoked 26.00 0
## 5010 Rural 126.85 formerly smoked 28.00 0
## 5011 Urban 74.17 formerly smoked 25.00 0
## 5012 Urban 76.04 smokes 26.00 0
## 5013 Urban 73.87 smokes 24.00 0
## 5014 Rural 99.07 never smoked 24.00 0
## 5015 Urban 82.93 formerly smoked 23.00 0
## 5016 Rural 133.24 smokes 25.00 0
## 5017 Urban 69.88 never smoked 25.00 0
## 5018 Rural 69.12 Unknown 24.00 0
## 5019 Rural 86.05 formerly smoked 26.00 0
## 5020 Urban 185.27 never smoked 28.00 0
## 5021 Urban 97.46 Unknown 24.00 0
## 5022 Urban 81.90 never smoked 23.00 0
## 5023 Rural 99.58 Unknown 27.00 0
## 5024 Rural 124.54 never smoked 23.00 0
## 5025 Rural 153.34 never smoked 28.00 0
## 5026 Urban 112.35 Unknown 27.00 0
## 5027 Urban 160.76 smokes 23.00 0
## 5028 Rural 73.29 never smoked 25.00 0
## 5029 Urban 108.08 Unknown 28.00 0
## 5030 Urban 206.49 never smoked 24.00 0
## 5031 Rural 77.42 never smoked 24.00 0
## 5032 Rural 117.59 never smoked 26.00 0
## 5033 Rural 61.94 Unknown 25.00 0
## 5034 Urban 116.68 formerly smoked 30.53 0
## 5035 Urban 253.86 formerly smoked 25.00 0
## 5036 Urban 203.36 formerly smoked 27.00 0
## 5037 Rural 125.87 never smoked 24.00 0
## 5038 Rural 64.09 never smoked 25.00 0
## 5039 Urban 65.33 Unknown 27.00 0
## 5040 Rural 70.15 formerly smoked 27.00 0
## 5041 Urban 96.84 Unknown 24.00 0
## 5042 Rural 175.92 smokes 23.00 0
## 5043 Rural 100.65 formerly smoked 28.00 0
## 5044 Rural 112.39 Unknown 26.00 0
## 5045 Rural 81.10 never smoked 26.00 0
## 5046 Rural 98.30 never smoked 28.00 0
## 5047 Urban 89.68 Unknown 26.00 0
## 5048 Urban 95.16 formerly smoked 23.00 0
## 5049 Urban 191.15 smokes 23.00 0
## 5050 Rural 91.04 never smoked 25.00 0
## 5051 Urban 101.87 Unknown 23.00 0
## 5052 Rural 96.86 never smoked 24.00 0
## 5053 Urban 91.05 Unknown 26.00 0
## 5054 Urban 55.84 never smoked 24.00 0
## 5055 Urban 84.04 never smoked 25.00 0
## 5056 Urban 92.06 smokes 26.00 0
## 5057 Urban 89.61 formerly smoked 27.00 0
## 5058 Urban 69.92 never smoked 27.00 0
## 5059 Rural 89.29 never smoked 24.00 0
## 5060 Rural 120.23 Unknown 26.00 0
## 5061 Urban 60.22 formerly smoked 27.00 0
## 5062 Urban 223.78 never smoked 24.00 0
## 5063 Rural 211.58 never smoked 23.00 0
## 5064 Urban 179.38 Unknown 24.00 0
## 5065 Rural 193.88 Unknown 28.00 0
## 5066 Urban 89.01 never smoked 27.00 0
## 5067 Urban 118.41 never smoked 26.00 0
## 5068 Urban 138.51 never smoked 24.00 0
## 5069 Urban 120.03 formerly smoked 26.00 0
## 5070 Urban 91.01 never smoked 25.00 0
## 5071 Urban 61.98 Unknown 23.00 0
## 5072 Rural 135.32 Unknown 25.00 0
## 5073 Rural 58.72 smokes 25.00 0
## 5074 Urban 90.42 never smoked 25.00 0
## 5075 Urban 104.00 smokes 23.00 0
## 5076 Urban 102.50 Unknown 25.00 0
## 5077 Rural 174.37 never smoked 28.00 0
## 5078 Rural 106.56 Unknown 26.00 0
## 5079 Urban 76.31 Unknown 23.00 0
## 5080 Urban 77.28 Unknown 23.00 0
## 5081 Urban 90.52 never smoked 23.00 0
## 5082 Rural 108.35 formerly smoked 26.00 0
## 5083 Rural 72.03 smokes 26.00 0
## 5084 Urban 90.57 Unknown 27.00 0
## 5085 Rural 97.04 smokes 23.00 0
## 5086 Urban 83.89 formerly smoked 23.00 0
## 5087 Urban 152.56 Unknown 25.00 0
## 5088 Rural 75.93 formerly smoked 25.00 0
## 5089 Urban 76.89 Unknown 24.00 0
## 5090 Rural 62.13 Unknown 28.00 0
## 5091 Rural 100.85 smokes 27.00 0
## 5092 Rural 95.05 never smoked 23.00 0
## 5093 Urban 82.35 never smoked 26.00 0
## 5094 Rural 95.02 smokes 27.00 0
## 5095 Urban 82.38 Unknown 27.00 0
## 5096 Rural 79.15 Unknown 24.00 0
## 5097 Rural 76.62 never smoked 27.00 0
## 5098 Urban 91.68 Unknown 23.00 0
## 5099 Urban 71.88 Unknown 25.00 0
## 5100 Rural 83.94 smokes 28.52 0
## 5101 Rural 71.97 never smoked 25.00 0
## 5102 Urban 97.95 Unknown 28.00 0
## 5103 Rural 77.93 never smoked 25.00 0
## 5104 Urban 82.85 Unknown 22.51 0
## 5105 Rural 103.08 Unknown 29.38 0
## 5106 Urban 83.75 never smoked 25.00 0
## 5107 Urban 125.20 never smoked 25.00 0
## 5108 Rural 82.99 never smoked 23.00 0
## 5109 Rural 166.29 formerly smoked 27.00 0
## 5110 Urban 85.28 Unknown 23.00 0
new_st_model2_no_outliers$probability <- as.factor(new_st_model2_no_outliers$probability)
str(new_st_model2_no_outliers$probability)## Factor w/ 2 levels "0","1": 1 1 1 1 1 1 1 1 1 1 ...
str(new_st_model2_no_outliers$stroke)## Factor w/ 2 levels "0","1": 2 2 2 2 2 2 2 2 2 2 ...
#Confusion Matrix
confusionMatrix(new_st_model2_no_outliers$stroke, new_st_model2_no_outliers$probability)## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1
## 0 4860 1
## 1 228 1
##
## Accuracy : 0.955
## 95% CI : (0.949, 0.9605)
## No Information Rate : 0.9996
## P-Value [Acc > NIR] : 1
##
## Kappa : 0.0079
##
## Mcnemar's Test P-Value : <2e-16
##
## Sensitivity : 0.955189
## Specificity : 0.500000
## Pos Pred Value : 0.999794
## Neg Pred Value : 0.004367
## Prevalence : 0.999607
## Detection Rate : 0.954813
## Detection Prevalence : 0.955010
## Balanced Accuracy : 0.727594
##
## 'Positive' Class : 0
##
#Balance accuracy of model-2 is 72%**OBSERVATION: Balance accuracy of model-2 is 72%
Returns: Confusion matrix of model 3
#CONFUSION MATRIX OF MODEL3
new_st_model2_no_outliers$probability <- predict(strokemodel_3, new_st_model2_no_outliers, type="response")
new_st_model2_no_outliers$probability <- ifelse(new_st_model2_no_outliers$probability>0.47,1,0)
print(new_st_model2_no_outliers)## stroke gender age hypertension heart_disease ever_married work_type
## 1 1 Male 67.00 0 Yes Yes Private
## 2 1 Female 61.00 0 No Yes Self-employed
## 3 1 Male 80.00 0 Yes Yes Private
## 4 1 Female 49.00 0 No Yes Private
## 5 1 Female 79.00 1 No Yes Self-employed
## 6 1 Male 81.00 0 No Yes Private
## 7 1 Male 74.00 1 Yes Yes Private
## 8 1 Female 69.00 0 No No Private
## 9 1 Female 59.00 0 No Yes Private
## 10 1 Female 78.00 0 No Yes Private
## 11 1 Female 81.00 1 No Yes Private
## 13 1 Female 54.00 0 No Yes Private
## 14 1 Male 78.00 0 Yes Yes Private
## 15 1 Female 79.00 0 Yes Yes Private
## 16 1 Female 50.00 1 No Yes Self-employed
## 17 1 Male 64.00 0 Yes Yes Private
## 18 1 Male 75.00 1 No Yes Private
## 19 1 Female 60.00 0 No No Private
## 21 1 Female 71.00 0 No Yes Govt_job
## 23 1 Female 79.00 0 No Yes Self-employed
## 24 1 Male 82.00 0 Yes Yes Private
## 25 1 Male 71.00 0 No Yes Private
## 26 1 Male 80.00 0 No Yes Self-employed
## 27 1 Female 65.00 0 No Yes Private
## 28 1 Male 58.00 0 No Yes Private
## 29 1 Male 69.00 0 Yes Yes Self-employed
## 30 1 Male 59.00 0 No Yes Private
## 32 1 Male 42.00 0 No Yes Private
## 33 1 Female 82.00 1 No Yes Self-employed
## 34 1 Male 80.00 0 Yes Yes Self-employed
## 36 1 Female 82.00 1 Yes No Private
## 37 1 Male 74.00 0 No Yes Private
## 38 1 Female 72.00 1 No Yes Private
## 40 1 Female 49.00 0 No Yes Private
## 41 1 Male 78.00 0 No Yes Private
## 42 1 Male 54.00 0 No Yes Private
## 43 1 Male 82.00 0 Yes Yes Private
## 44 1 Female 63.00 0 No Yes Private
## 45 1 Male 60.00 1 No Yes Govt_job
## 46 1 Male 76.00 1 No Yes Private
## 48 1 Female 58.00 0 No Yes Private
## 49 1 Male 81.00 0 No Yes Self-employed
## 51 1 Female 76.00 0 No No Private
## 52 1 Male 78.00 1 No Yes Private
## 53 1 Female 79.00 0 Yes Yes Private
## 54 1 Female 77.00 1 No Yes Self-employed
## 55 1 Female 63.00 0 No Yes Govt_job
## 56 1 Male 63.00 0 Yes Yes Private
## 57 1 Female 82.00 0 No Yes Private
## 58 1 Male 78.00 0 No Yes Private
## 59 1 Male 73.00 1 No Yes Self-employed
## 60 1 Female 54.00 1 No Yes Govt_job
## 61 1 Female 56.00 0 No Yes Private
## 62 1 Female 80.00 1 No Yes Private
## 63 1 Female 67.00 1 No Yes Self-employed
## 64 1 Female 45.00 0 No Yes Private
## 65 1 Male 75.00 0 No Yes Private
## 66 1 Male 78.00 1 No No Private
## 67 1 Female 70.00 0 No Yes Private
## 68 1 Male 76.00 0 No Yes Private
## 69 1 Male 59.00 0 No Yes Private
## 70 1 Female 80.00 1 No Yes Self-employed
## 71 1 Female 76.00 0 No Yes Govt_job
## 72 1 Female 67.00 1 No Yes Private
## 73 1 Female 66.00 1 No Yes Govt_job
## 74 1 Male 63.00 0 No Yes Private
## 75 1 Female 52.00 0 No Yes Private
## 76 1 Female 80.00 0 Yes Yes Self-employed
## 77 1 Male 80.00 1 No Yes Private
## 78 1 Female 79.00 0 No Yes Private
## 79 1 Female 51.00 0 No Yes Private
## 81 1 Male 59.00 0 No Yes Private
## 82 1 Female 66.00 0 No Yes Self-employed
## 83 1 Female 79.00 0 No No Private
## 84 1 Female 68.00 1 No No Self-employed
## 85 1 Male 58.00 0 No Yes Private
## 86 1 Male 54.00 0 No Yes Private
## 87 1 Male 61.00 0 Yes Yes Private
## 88 1 Female 70.00 0 Yes Yes Private
## 89 1 Male 47.00 0 No Yes Private
## 90 1 Male 74.00 0 No Yes Private
## 91 1 Female 79.00 0 Yes Yes Private
## 92 1 Male 81.00 0 No Yes Private
## 93 1 Female 57.00 0 No No Self-employed
## 94 1 Female 80.00 1 No Yes Self-employed
## 95 1 Male 45.00 0 No Yes Private
## 96 1 Female 78.00 0 No Yes Private
## 97 1 Female 70.00 0 No Yes Self-employed
## 98 1 Male 58.00 0 Yes Yes Private
## 100 1 Female 69.00 0 No Yes Govt_job
## 102 1 Female 77.00 0 No Yes Govt_job
## 103 1 Female 74.00 0 No Yes Private
## 104 1 Female 81.00 0 Yes Yes Self-employed
## 105 1 Female 57.00 0 No Yes Govt_job
## 106 1 Male 58.00 0 No Yes Private
## 107 1 Female 50.00 1 No Yes Private
## 108 1 Female 54.00 0 No Yes Self-employed
## 109 1 Female 79.00 0 No Yes Private
## 110 1 Female 53.00 0 No Yes Govt_job
## 111 1 Male 79.00 0 Yes Yes Private
## 112 1 Male 80.00 0 Yes Yes Private
## 113 1 Female 76.00 0 No Yes Self-employed
## 114 1 Female 45.00 0 No Yes Private
## 117 1 Male 61.00 1 No Yes Self-employed
## 118 1 Male 74.00 0 No Yes Private
## 120 1 Female 77.00 0 No Yes Private
## 121 1 Female 58.00 0 No Yes Private
## 122 1 Female 53.00 1 No Yes Private
## 123 1 Male 80.00 0 No Yes Private
## 124 1 Male 56.00 1 No Yes Private
## 125 1 Female 72.00 0 No Yes Private
## 126 1 Female 72.00 0 No Yes Govt_job
## 127 1 Male 78.00 1 No Yes Self-employed
## 128 1 Female 80.00 0 No Yes Private
## 129 1 Male 82.00 0 No Yes Govt_job
## 130 1 Female 75.00 0 No Yes Govt_job
## 131 1 Female 73.00 1 No Yes Private
## 132 1 Female 78.00 1 No No Private
## 133 1 Male 69.00 1 No No Private
## 134 1 Female 38.00 0 No Yes Private
## 135 1 Female 68.00 1 No Yes Self-employed
## 136 1 Female 71.00 0 No Yes Govt_job
## 137 1 Male 76.00 0 No Yes Private
## 138 1 Female 76.00 0 No Yes Private
## 139 1 Male 76.00 1 No Yes Self-employed
## 140 1 Female 75.00 0 No Yes Private
## 141 1 Male 82.00 0 Yes Yes Govt_job
## 142 1 Female 59.00 0 No Yes Private
## 143 1 Female 74.00 1 No Yes Private
## 145 1 Female 72.00 1 No Yes Private
## 146 1 Male 66.00 0 No Yes Private
## 147 1 Male 65.00 0 No Yes Self-employed
## 148 1 Female 78.00 0 No Yes Private
## 149 1 Female 57.00 1 No Yes Govt_job
## 150 1 Female 70.00 0 Yes Yes Private
## 151 1 Female 79.00 0 No Yes Private
## 152 1 Male 68.00 0 Yes Yes Private
## 153 1 Female 80.00 0 No Yes Self-employed
## 154 1 Male 68.00 0 No Yes Self-employed
## 155 1 Female 55.00 0 No Yes Self-employed
## 156 1 Female 77.00 0 Yes Yes Private
## 157 1 Female 50.00 0 No Yes Private
## 158 1 Female 57.00 0 No Yes Private
## 159 1 Female 71.00 0 No Yes Self-employed
## 160 1 Female 81.00 1 No Yes Self-employed
## 161 1 Female 76.00 0 No Yes Private
## 162 1 Male 71.00 0 Yes Yes Private
## 164 1 Female 78.00 1 No No Private
## 165 1 Female 70.00 1 No Yes Self-employed
## 166 1 Male 78.00 0 No Yes Self-employed
## 167 1 Female 56.00 0 No Yes Govt_job
## 168 1 Male 79.00 1 No Yes Private
## 169 1 Female 79.00 1 No No Govt_job
## 170 1 Male 81.00 0 No Yes Self-employed
## 171 1 Male 64.00 0 No Yes Self-employed
## 172 1 Female 79.00 1 Yes No Self-employed
## 173 1 Female 60.00 0 No Yes Private
## 174 1 Female 80.00 1 No Yes Self-employed
## 175 1 Female 78.00 0 No Yes Self-employed
## 176 1 Male 72.00 1 No Yes Self-employed
## 177 1 Female 80.00 0 No Yes Private
## 178 1 Male 78.00 1 No Yes Self-employed
## 179 1 Female 80.00 0 No Yes Govt_job
## 180 1 Male 81.00 0 No Yes Private
## 181 1 Female 46.00 0 No Yes Private
## 182 1 Male 59.00 0 No Yes Private
## 183 1 Female 32.00 0 No Yes Private
## 184 1 Female 77.00 0 No No Private
## 185 1 Male 61.00 1 Yes Yes Private
## 186 1 Male 63.00 0 No Yes Private
## 187 1 Male 63.00 0 Yes Yes Self-employed
## 188 1 Female 82.00 1 Yes Yes Govt_job
## 189 1 Male 82.00 0 No Yes Private
## 190 1 Male 61.00 0 Yes Yes Private
## 191 1 Female 65.00 0 No Yes Private
## 192 1 Male 51.00 1 No Yes Private
## 193 1 Male 59.00 0 No Yes Self-employed
## 194 1 Male 68.00 1 Yes Yes Private
## 195 1 Female 72.00 0 No Yes Private
## 196 1 Male 59.00 0 No Yes Private
## 197 1 Male 70.00 1 No Yes Private
## 198 1 Male 69.00 0 No Yes Private
## 199 1 Male 79.00 0 No Yes Private
## 200 1 Female 74.00 0 No Yes Self-employed
## 201 1 Male 74.00 0 No Yes Private
## 202 1 Male 80.00 1 Yes Yes Private
## 203 1 Female 77.00 0 No Yes Self-employed
## 204 1 Female 78.00 0 No Yes Self-employed
## 205 1 Male 54.00 0 No Yes Govt_job
## 206 1 Female 78.00 0 No Yes Private
## 207 1 Female 81.00 0 No Yes Private
## 208 1 Male 78.00 0 No No Self-employed
## 209 1 Male 78.00 1 No Yes Self-employed
## 210 1 Female 63.00 0 No Yes Govt_job
## 211 1 Female 39.00 0 No Yes Private
## 212 1 Female 51.00 0 No Yes Govt_job
## 213 1 Male 63.00 0 No Yes Private
## 214 1 Female 48.00 0 No Yes Private
## 215 1 Female 81.00 0 No Yes Self-employed
## 216 1 Female 79.00 0 Yes No Private
## 217 1 Male 78.00 0 No Yes Self-employed
## 218 1 Female 55.00 1 Yes Yes Private
## 219 1 Female 76.00 1 Yes Yes Self-employed
## 220 1 Male 73.00 0 Yes Yes Govt_job
## 221 1 Male 81.00 1 Yes Yes Private
## 222 1 Male 79.00 0 No Yes Private
## 223 1 Female 63.00 0 No Yes Govt_job
## 226 1 Female 57.00 0 Yes Yes Private
## 227 1 Female 81.00 0 No Yes Private
## 228 1 Male 74.00 0 No Yes Self-employed
## 230 1 Female 80.00 1 No No Private
## 231 1 Female 81.00 0 No Yes Self-employed
## 232 1 Female 79.00 0 No Yes Private
## 233 1 Female 73.00 0 No Yes Self-employed
## 234 1 Female 77.00 1 No Yes Self-employed
## 235 1 Male 78.00 0 No Yes Self-employed
## 236 1 Female 68.00 0 No Yes Private
## 237 1 Male 57.00 0 No Yes Private
## 238 1 Male 77.00 0 No Yes Self-employed
## 239 1 Female 51.00 1 No Yes Private
## 240 1 Male 60.00 0 Yes Yes Private
## 241 1 Male 66.00 0 No Yes Private
## 242 1 Male 57.00 0 No Yes Private
## 243 1 Male 68.00 0 No Yes Private
## 244 1 Female 68.00 1 Yes Yes Private
## 245 1 Male 57.00 0 No Yes Private
## 247 1 Female 75.00 0 No Yes Self-employed
## 248 1 Male 71.00 1 No Yes Self-employed
## 249 1 Female 78.00 0 No Yes Private
## 250 0 Male 3.00 0 No No children
## 251 0 Male 58.00 1 No Yes Private
## 252 0 Female 8.00 0 No No Private
## 253 0 Female 70.00 0 No Yes Private
## 254 0 Male 14.00 0 No No Never_worked
## 255 0 Female 47.00 0 No Yes Private
## 256 0 Female 52.00 0 No Yes Private
## 257 0 Female 75.00 0 Yes Yes Self-employed
## 258 0 Female 32.00 0 No Yes Private
## 259 0 Female 74.00 1 No Yes Self-employed
## 260 0 Female 79.00 0 No Yes Govt_job
## 261 0 Male 79.00 0 Yes Yes Private
## 262 0 Female 37.00 0 No Yes Private
## 263 0 Female 37.00 0 No Yes Private
## 264 0 Female 40.00 0 No Yes Private
## 265 0 Male 35.00 0 No No Private
## 266 0 Female 20.00 0 No No Private
## 267 0 Female 42.00 0 No Yes Private
## 268 0 Female 44.00 0 No Yes Govt_job
## 269 0 Female 79.00 0 Yes Yes Self-employed
## 270 0 Female 65.00 1 No Yes Private
## 271 0 Female 57.00 1 No Yes Private
## 272 0 Female 49.00 0 No Yes Private
## 273 0 Male 71.00 0 No Yes Private
## 274 0 Female 59.00 0 No Yes Private
## 275 0 Female 25.00 0 No Yes Private
## 276 0 Female 67.00 0 No Yes Govt_job
## 277 0 Female 38.00 0 No No Private
## 278 0 Female 54.00 0 No Yes Private
## 279 0 Female 70.00 0 No Yes Self-employed
## 280 0 Male 27.00 0 No Yes Self-employed
## 281 0 Female 47.00 0 No Yes Private
## 282 0 Male 58.00 1 No No Private
## 283 0 Female 3.00 0 No No children
## 284 0 Female 58.00 0 No Yes Private
## 285 0 Male 14.00 0 No No Govt_job
## 286 0 Female 32.00 0 No Yes Private
## 287 0 Female 23.00 0 No No Private
## 288 0 Female 55.00 0 No Yes Private
## 289 0 Female 17.00 0 No No Self-employed
## 290 0 Male 59.00 0 No Yes Private
## 291 0 Male 13.00 0 No No children
## 292 0 Male 4.00 0 No No children
## 293 0 Female 16.00 0 No No children
## 294 0 Male 67.00 0 No Yes Private
## 295 0 Female 22.00 0 No No Private
## 296 0 Female 45.00 0 No Yes Govt_job
## 297 0 Female 66.00 0 No Yes Private
## 298 0 Male 58.00 1 No Yes Govt_job
## 299 0 Male 69.00 0 No Yes Self-employed
## 300 0 Female 58.00 0 No Yes Private
## 301 0 Female 53.00 0 No Yes Self-employed
## 302 0 Female 78.00 0 No No Self-employed
## 303 0 Male 44.00 0 No Yes Private
## 304 0 Male 66.00 0 No Yes Private
## 305 0 Male 27.00 0 No Yes Private
## 306 0 Male 43.00 0 No Yes Private
## 307 0 Female 13.00 0 No No children
## 308 0 Male 51.00 0 No Yes Govt_job
## 309 0 Female 30.00 0 No Yes Private
## 310 0 Male 46.00 0 No Yes Self-employed
## 311 0 Female 43.00 0 No Yes Self-employed
## 312 0 Female 79.00 0 No Yes Private
## 313 0 Female 27.00 0 No Yes Private
## 314 0 Female 38.00 0 No Yes Private
## 315 0 Female 78.00 1 No Yes Private
## 316 0 Male 57.00 0 Yes Yes Private
## 317 0 Male 61.00 0 No Yes Self-employed
## 318 0 Female 37.00 1 No Yes Self-employed
## 319 0 Female 48.00 0 No Yes Private
## 320 0 Female 29.00 0 No No Private
## 321 0 Male 22.00 0 No No Private
## 322 0 Male 11.00 0 No No children
## 323 0 Female 22.00 0 No No Private
## 324 0 Male 53.00 0 No Yes Private
## 325 0 Male 27.00 0 No No Govt_job
## 326 0 Male 76.00 0 No Yes Private
## 327 0 Female 57.00 1 No Yes Private
## 328 0 Male 8.00 0 No No children
## 329 0 Female 21.00 0 No No Private
## 330 0 Female 18.00 0 No No Private
## 331 0 Female 78.00 0 No Yes Private
## 332 0 Female 78.00 1 No Yes Private
## 333 0 Male 33.00 0 No Yes Self-employed
## 334 0 Female 52.00 0 No Yes Private
## 335 0 Female 51.00 0 No Yes Self-employed
## 336 0 Male 11.00 0 No No children
## 337 0 Female 48.00 0 No Yes Private
## 338 0 Female 82.00 0 Yes No Private
## 339 0 Female 54.00 0 No Yes Govt_job
## 340 0 Female 49.00 0 No Yes Private
## 341 0 Female 24.00 0 No Yes Private
## 342 0 Female 37.00 0 No Yes Private
## 343 0 Male 34.00 0 Yes Yes Private
## 344 0 Male 64.00 0 No Yes Govt_job
## 345 0 Female 66.00 0 No Yes Self-employed
## 346 0 Female 23.00 0 No No Private
## 347 0 Male 68.00 0 No Yes Private
## 348 0 Female 55.00 0 No Yes Govt_job
## 349 0 Female 25.00 0 No No Private
## 350 0 Female 48.00 0 No No Govt_job
## 351 0 Female 79.00 1 Yes Yes Self-employed
## 352 0 Female 47.00 0 No Yes Private
## 353 0 Female 20.00 0 No No Private
## 354 0 Female 60.00 0 No Yes Private
## 355 0 Female 32.00 0 No Yes Private
## 356 0 Female 66.00 1 No Yes Private
## 357 0 Male 43.00 0 No Yes Private
## 358 0 Female 36.00 0 No No Govt_job
## 359 0 Male 52.00 0 No Yes Self-employed
## 360 0 Female 29.00 0 No Yes Private
## 361 0 Female 76.00 1 No Yes Self-employed
## 362 0 Female 39.00 0 No Yes Self-employed
## 363 0 Male 76.00 0 No Yes Private
## 364 0 Female 0.64 0 No No children
## 365 0 Male 34.00 0 No Yes Private
## 366 0 Female 72.00 0 No Yes Private
## 367 0 Female 43.00 0 No Yes Self-employed
## 368 0 Female 57.00 0 No No Self-employed
## 369 0 Female 44.00 0 No Yes Private
## 370 0 Female 4.00 0 No No children
## 371 0 Male 44.00 0 No Yes Private
## 372 0 Female 18.00 0 No No Private
## 373 0 Male 41.00 0 No Yes Private
## 374 0 Female 23.00 0 No Yes Private
## 375 0 Female 53.00 0 No Yes Govt_job
## 376 0 Male 56.00 0 No Yes Govt_job
## 377 0 Female 0.88 0 No No children
## 378 0 Male 25.00 0 No No Private
## 379 0 Female 14.00 0 No No children
## 380 0 Female 53.00 0 No Yes Private
## 381 0 Male 4.00 0 No No children
## 382 0 Female 39.00 0 No Yes Private
## 383 0 Male 53.00 1 Yes Yes Govt_job
## 384 0 Male 5.00 0 No No children
## 385 0 Male 4.00 0 No No children
## 386 0 Female 37.00 0 No Yes Private
## 387 0 Male 70.00 1 No Yes Self-employed
## 388 0 Male 24.00 0 No No Private
## 389 0 Male 55.00 0 No Yes Govt_job
## 390 0 Female 70.00 0 No Yes Private
## 391 0 Male 34.00 0 No Yes Private
## 392 0 Male 26.00 0 No Yes Private
## 393 0 Female 39.00 0 No Yes Private
## 394 0 Male 38.00 0 No No Self-employed
## 395 0 Female 20.00 0 No No Private
## 396 0 Female 17.00 0 No No Private
## 397 0 Male 60.00 1 No Yes Private
## 398 0 Female 75.00 0 No Yes Self-employed
## 399 0 Female 31.00 0 No Yes Private
## 400 0 Male 58.00 1 No Yes Private
## 401 0 Female 5.00 0 No No children
## 402 0 Female 13.00 0 No No children
## 403 0 Female 22.00 0 No No Private
## 404 0 Female 52.00 0 No Yes Govt_job
## 405 0 Female 61.00 0 No Yes Self-employed
## 406 0 Female 78.00 0 Yes Yes Govt_job
## 407 0 Male 57.00 0 No Yes Private
## 408 0 Female 21.00 0 No Yes Private
## 409 0 Female 22.00 0 No Yes Private
## 410 0 Female 80.00 0 No Yes Private
## 411 0 Male 7.00 0 No No Self-employed
## 412 0 Male 64.00 1 No Yes Self-employed
## 413 0 Female 64.00 0 No No Govt_job
## 414 0 Female 38.00 0 No Yes Self-employed
## 415 0 Male 12.00 0 No No children
## 416 0 Female 33.00 0 No Yes Private
## 417 0 Female 3.00 0 No No children
## 418 0 Female 37.00 0 No Yes Private
## 419 0 Female 22.00 0 No No Private
## 420 0 Female 24.00 0 No No Private
## 421 0 Male 75.00 0 No Yes Govt_job
## 422 0 Female 12.00 0 No No children
## 423 0 Male 63.00 0 No Yes Private
## 424 0 Female 52.00 0 No Yes Private
## 425 0 Female 68.00 0 No Yes Private
## 426 0 Female 5.00 0 No No children
## 427 0 Female 56.00 1 No Yes Private
## 428 0 Female 43.00 0 No Yes Private
## 429 0 Female 40.00 0 No Yes Private
## 430 0 Male 53.00 0 No Yes Private
## 431 0 Female 52.00 0 Yes Yes Private
## 432 0 Male 31.00 0 No Yes Govt_job
## 433 0 Female 63.00 0 No Yes Govt_job
## 434 0 Female 69.00 0 No Yes Self-employed
## 435 0 Male 64.00 0 No Yes Govt_job
## 436 0 Female 64.00 0 No Yes Private
## 437 0 Female 62.00 0 No Yes Self-employed
## 438 0 Female 2.00 0 No No children
## 439 0 Male 53.00 0 No Yes Private
## 440 0 Male 65.00 1 No Yes Private
## 441 0 Female 22.00 0 No No Private
## 442 0 Female 26.00 0 No No Private
## 443 0 Male 53.00 0 No Yes Private
## 444 0 Male 20.00 0 No No Govt_job
## 445 0 Female 63.00 1 No Yes Self-employed
## 446 0 Male 13.00 0 No No children
## 447 0 Male 21.00 0 No No Govt_job
## 448 0 Female 65.00 0 No Yes Self-employed
## 449 0 Male 65.00 0 No Yes Private
## 450 0 Male 42.00 0 No Yes Govt_job
## 451 0 Male 72.00 0 Yes Yes Self-employed
## 452 0 Male 13.00 0 No No children
## 453 0 Male 29.00 0 No No Private
## 454 0 Male 59.00 0 No Yes Self-employed
## 455 0 Female 42.00 0 No Yes Private
## 456 0 Male 13.00 0 No No Private
## 457 0 Male 75.00 0 Yes No Private
## 458 0 Female 33.00 1 No Yes Private
## 459 0 Female 43.00 0 No Yes Private
## 460 0 Female 11.00 0 No No children
## 461 0 Female 7.00 0 No No children
## 462 0 Female 16.00 0 No No children
## 463 0 Female 44.00 0 No No Private
## 464 0 Female 78.00 0 No Yes Self-employed
## 465 0 Male 25.00 0 No Yes Private
## 466 0 Male 69.00 0 No Yes Private
## 467 0 Female 61.00 1 No Yes Private
## 468 0 Female 43.00 1 No No Self-employed
## 469 0 Female 38.00 1 No Yes Private
## 470 0 Male 68.00 0 No Yes Private
## 471 0 Male 26.00 0 No Yes Private
## 472 0 Female 18.00 0 No No Self-employed
## 473 0 Female 43.00 0 No Yes Private
## 474 0 Female 43.00 0 No Yes Govt_job
## 475 0 Female 32.00 0 No No Private
## 476 0 Female 81.00 0 No No Private
## 477 0 Male 25.00 0 No No Private
## 478 0 Male 61.00 0 No Yes Govt_job
## 479 0 Female 66.00 0 No Yes Govt_job
## 480 0 Male 54.00 1 No Yes Private
## 481 0 Male 11.00 0 No No children
## 482 0 Female 53.00 0 No Yes Self-employed
## 483 0 Female 78.00 0 Yes Yes Self-employed
## 484 0 Male 9.00 0 No No children
## 485 0 Female 48.00 0 No Yes Self-employed
## 486 0 Female 31.00 0 No Yes Private
## 487 0 Male 20.00 0 No No Private
## 488 0 Male 21.00 0 No Yes Private
## 489 0 Female 42.00 0 No Yes Self-employed
## 490 0 Male 35.00 0 No Yes Private
## 491 0 Male 53.00 0 No No Private
## 492 0 Male 60.00 0 No Yes Private
## 493 0 Male 74.00 0 No Yes Self-employed
## 494 0 Female 23.00 0 No No Private
## 495 0 Female 55.00 0 No Yes Private
## 496 0 Female 71.00 0 No Yes Private
## 497 0 Male 5.00 0 No No children
## 498 0 Female 14.00 0 No No children
## 499 0 Female 15.00 0 No No children
## 500 0 Female 66.00 0 No No Private
## 501 0 Female 56.00 0 No Yes Private
## 502 0 Female 60.00 0 No Yes Private
## 503 0 Female 57.00 0 No Yes Private
## 504 0 Male 29.00 0 No Yes Self-employed
## 505 0 Female 76.00 0 No Yes Govt_job
## 506 0 Male 52.00 1 No Yes Private
## 507 0 Female 42.00 0 No Yes Private
## 508 0 Female 71.00 0 No Yes Private
## 509 0 Male 64.00 0 No Yes Private
## 510 0 Female 39.00 0 No Yes Private
## 511 0 Female 46.00 0 No Yes Private
## 512 0 Female 51.00 0 No Yes Private
## 513 0 Male 31.00 0 No Yes Private
## 514 0 Male 22.00 0 No No Private
## 515 0 Male 41.00 0 No No Govt_job
## 516 0 Female 28.00 0 No Yes Private
## 517 0 Female 44.00 0 No Yes Self-employed
## 518 0 Female 68.00 0 No Yes Self-employed
## 519 0 Male 49.00 0 No Yes Private
## 520 0 Male 10.00 0 No No children
## 521 0 Female 31.00 0 No Yes Private
## 522 0 Male 67.00 0 No Yes Self-employed
## 523 0 Male 40.00 0 No Yes Private
## 524 0 Male 70.00 0 No Yes Private
## 525 0 Female 38.00 0 No Yes Govt_job
## 526 0 Female 5.00 0 No No children
## 527 0 Female 54.00 0 No Yes Private
## 528 0 Female 30.00 0 No Yes Govt_job
## 529 0 Female 23.00 0 No Yes Private
## 530 0 Female 31.00 0 No Yes Private
## 531 0 Male 72.00 1 No Yes Self-employed
## 532 0 Male 23.00 0 No No Private
## 533 0 Female 25.00 0 No Yes Private
## 534 0 Male 51.00 0 No Yes Private
## 535 0 Female 20.00 0 No No Private
## 536 0 Female 12.00 0 No No children
## 537 0 Male 57.00 0 No Yes Private
## 538 0 Male 65.00 0 No Yes Self-employed
## 539 0 Female 16.00 0 No No Private
## 540 0 Female 43.00 0 No Yes Private
## 541 0 Female 30.00 0 No Yes Private
## 542 0 Male 29.00 0 No Yes Govt_job
## 543 0 Female 54.00 0 No Yes Self-employed
## 544 0 Female 57.00 0 No Yes Self-employed
## 545 0 Male 42.00 0 No Yes Private
## 546 0 Male 18.00 0 No No Private
## 547 0 Male 9.00 0 No No children
## 548 0 Female 26.00 0 No Yes Private
## 549 0 Male 40.00 0 No No Private
## 550 0 Male 77.00 0 No Yes Private
## 551 0 Female 15.00 0 No No children
## 552 0 Female 76.00 0 No Yes Private
## 553 0 Male 52.00 0 No Yes Private
## 554 0 Female 55.00 0 No Yes Self-employed
## 555 0 Male 5.00 0 No No children
## 556 0 Female 55.00 0 No No Private
## 557 0 Male 36.00 0 No No Private
## 558 0 Male 46.00 0 No Yes Private
## 559 0 Male 5.00 0 No No children
## 560 0 Female 39.00 0 No Yes Govt_job
## 561 0 Male 12.00 0 No No children
## 562 0 Male 67.00 0 Yes Yes Private
## 563 0 Female 1.80 0 No No children
## 564 0 Female 72.00 0 No Yes Self-employed
## 565 0 Female 0.32 0 No No children
## 566 0 Female 64.00 1 No Yes Private
## 567 0 Male 27.00 0 No No Private
## 568 0 Male 25.00 0 No No Private
## 569 0 Female 81.00 0 No No Self-employed
## 570 0 Female 32.00 0 No No Self-employed
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## 5024 0 Female 37.00 0 No No Private
## 5025 0 Male 33.00 0 No Yes Private
## 5026 0 Female 35.00 0 No Yes Private
## 5027 0 Female 38.00 0 No No Govt_job
## 5028 0 Female 26.00 0 No Yes Private
## 5029 0 Male 10.00 0 No No children
## 5030 0 Female 72.00 0 No Yes Private
## 5031 0 Male 21.00 0 No Yes Private
## 5032 0 Female 20.00 0 No No Private
## 5033 0 Female 1.24 0 No No children
## 5034 0 Female 26.00 0 No No Private
## 5035 0 Female 79.00 0 No No Private
## 5036 0 Female 78.00 0 No Yes Private
## 5037 0 Male 56.00 0 No Yes Self-employed
## 5038 0 Female 46.00 0 No No Self-employed
## 5039 0 Male 55.00 0 No Yes Govt_job
## 5040 0 Male 41.00 0 No No Private
## 5041 0 Male 30.00 0 No Yes Private
## 5042 0 Male 53.00 0 No Yes Private
## 5043 0 Male 32.00 0 No No Private
## 5044 0 Male 38.00 0 No No Private
## 5045 0 Male 33.00 0 No Yes Govt_job
## 5046 0 Female 44.00 0 No Yes Private
## 5047 0 Male 44.00 0 No Yes Private
## 5048 0 Female 51.00 0 No Yes Govt_job
## 5049 0 Male 40.00 0 No Yes Private
## 5050 0 Female 41.00 0 No Yes Private
## 5051 0 Male 5.00 0 No No children
## 5052 0 Female 42.00 0 No Yes Private
## 5053 0 Female 6.00 0 No No children
## 5054 0 Female 46.00 0 No Yes Govt_job
## 5055 0 Female 47.00 0 No Yes Private
## 5056 0 Female 25.00 0 No No Private
## 5057 0 Female 40.00 0 No Yes Private
## 5058 0 Female 49.00 0 No Yes Govt_job
## 5059 0 Male 21.00 0 No No Private
## 5060 0 Female 61.00 0 No Yes Govt_job
## 5061 0 Male 78.00 0 No Yes Private
## 5062 0 Male 41.00 0 No Yes Private
## 5063 0 Female 82.00 0 No Yes Self-employed
## 5064 0 Male 39.00 0 No Yes Private
## 5065 0 Male 70.00 0 No Yes Self-employed
## 5066 0 Female 31.00 0 No Yes Private
## 5067 0 Female 37.00 0 No No Private
## 5068 0 Male 21.00 0 No No Private
## 5069 0 Male 80.00 0 No Yes Self-employed
## 5070 0 Female 21.00 0 No No Private
## 5071 0 Female 5.00 0 No No children
## 5072 0 Male 81.00 0 No Yes Private
## 5073 0 Female 35.00 0 No Yes Private
## 5074 0 Female 24.00 0 No No Private
## 5075 0 Female 52.00 0 No Yes Govt_job
## 5076 0 Male 70.00 0 No Yes Private
## 5077 0 Female 34.00 0 No Yes Private
## 5078 0 Male 17.00 0 No No Private
## 5079 0 Female 8.00 0 No No children
## 5080 0 Male 1.72 0 No No children
## 5081 0 Female 29.00 0 No Yes Self-employed
## 5082 0 Male 55.00 0 No Yes Govt_job
## 5083 0 Female 44.00 0 No Yes Private
## 5084 0 Female 19.00 0 No No Private
## 5085 0 Male 67.00 0 No Yes Private
## 5086 0 Female 72.00 0 No Yes Private
## 5087 0 Female 51.00 0 No Yes Private
## 5088 0 Female 63.00 0 No Yes Self-employed
## 5089 0 Female 64.00 1 No Yes Self-employed
## 5090 0 Female 0.72 0 No No children
## 5091 0 Male 26.00 0 No No Govt_job
## 5092 0 Male 59.00 1 No Yes Private
## 5093 0 Male 76.00 0 No Yes Govt_job
## 5094 0 Female 45.00 1 No Yes Govt_job
## 5095 0 Male 13.00 0 No No children
## 5096 0 Male 1.08 0 No No children
## 5097 0 Male 57.00 0 No Yes Govt_job
## 5098 0 Male 68.00 0 No Yes Self-employed
## 5099 0 Male 9.00 0 No No children
## 5100 0 Male 40.00 0 No Yes Private
## 5101 0 Male 82.00 1 No Yes Self-employed
## 5102 0 Female 45.00 0 No Yes Private
## 5103 0 Female 57.00 0 No Yes Private
## 5104 0 Female 18.00 0 No No Private
## 5105 0 Female 13.00 0 No No children
## 5106 0 Female 80.00 1 No Yes Private
## 5107 0 Female 81.00 0 No Yes Self-employed
## 5108 0 Female 35.00 0 No Yes Self-employed
## 5109 0 Male 51.00 0 No Yes Private
## 5110 0 Female 44.00 0 No Yes Govt_job
## Residence_type avg_glucose_level smoking_status BMI probability
## 1 Urban 228.69 formerly smoked 27.17 0
## 2 Rural 202.21 never smoked 24.00 0
## 3 Rural 105.92 never smoked 23.00 0
## 4 Urban 171.23 smokes 25.00 0
## 5 Rural 174.12 never smoked 25.00 0
## 6 Urban 186.21 formerly smoked 27.00 0
## 7 Rural 70.09 never smoked 24.00 0
## 8 Urban 94.39 never smoked 25.00 0
## 9 Rural 76.15 Unknown 28.00 0
## 10 Urban 58.57 Unknown 27.00 0
## 11 Rural 80.43 never smoked 25.00 0
## 13 Urban 104.51 smokes 24.00 0
## 14 Urban 219.84 Unknown 28.00 0
## 15 Urban 214.09 never smoked 26.00 0
## 16 Rural 167.41 never smoked 28.00 0
## 17 Urban 191.61 smokes 24.00 0
## 18 Urban 221.29 smokes 23.00 0
## 19 Urban 89.22 never smoked 28.00 0
## 21 Rural 193.94 smokes 28.00 0
## 23 Urban 228.70 never smoked 23.00 0
## 24 Rural 208.30 Unknown 26.00 0
## 25 Urban 102.87 formerly smoked 24.00 0
## 26 Rural 104.12 never smoked 23.00 0
## 27 Rural 100.98 formerly smoked 23.00 0
## 28 Rural 189.84 Unknown 28.00 0
## 29 Urban 195.23 smokes 23.09 0
## 30 Rural 211.78 formerly smoked 24.00 0
## 32 Rural 83.41 Unknown 24.00 0
## 33 Urban 196.92 never smoked 27.00 0
## 34 Urban 252.72 formerly smoked 27.00 0
## 36 Rural 84.03 formerly smoked 27.00 0
## 37 Rural 219.72 formerly smoked 27.00 0
## 38 Rural 74.63 formerly smoked 24.00 0
## 40 Urban 60.91 never smoked 23.00 0
## 41 Rural 78.03 formerly smoked 24.00 0
## 42 Urban 71.22 never smoked 24.00 0
## 43 Urban 144.90 smokes 26.00 0
## 44 Urban 90.90 formerly smoked 24.00 0
## 45 Urban 213.03 smokes 27.00 0
## 46 Rural 243.58 never smoked 28.00 0
## 48 Urban 107.26 formerly smoked 27.00 0
## 49 Urban 99.33 never smoked 28.00 0
## 51 Urban 89.96 Unknown 25.00 0
## 52 Urban 75.32 formerly smoked 24.00 0
## 53 Rural 127.29 never smoked 23.00 0
## 54 Urban 124.13 never smoked 25.00 0
## 55 Urban 197.54 never smoked 25.00 0
## 56 Rural 196.71 formerly smoked 28.00 0
## 57 Rural 59.32 never smoked 25.00 0
## 58 Urban 237.75 formerly smoked 27.00 0
## 59 Urban 194.99 never smoked 28.00 0
## 60 Urban 180.93 never smoked 24.00 0
## 61 Urban 185.17 formerly smoked 28.00 0
## 62 Rural 74.90 never smoked 27.00 0
## 63 Rural 61.94 smokes 23.00 0
## 64 Rural 93.72 formerly smoked 24.00 0
## 65 Urban 104.72 Unknown 23.00 0
## 66 Urban 113.01 never smoked 23.00 0
## 67 Urban 221.58 never smoked 24.00 0
## 68 Urban 104.47 Unknown 27.00 0
## 69 Urban 86.23 formerly smoked 27.00 0
## 70 Rural 72.67 never smoked 24.00 0
## 71 Rural 62.57 formerly smoked 25.00 0
## 72 Rural 179.12 formerly smoked 26.00 0
## 73 Rural 116.55 formerly smoked 26.00 0
## 74 Rural 228.56 never smoked 28.00 0
## 75 Rural 96.59 never smoked 23.00 0
## 76 Rural 66.72 formerly smoked 23.00 0
## 77 Urban 240.09 never smoked 27.00 0
## 78 Urban 110.85 formerly smoked 27.00 0
## 79 Urban 165.31 never smoked 23.00 0
## 81 Rural 96.16 Unknown 24.00 0
## 82 Urban 101.45 Unknown 26.00 0
## 83 Rural 88.92 never smoked 25.00 0
## 84 Urban 79.79 never smoked 23.00 0
## 85 Urban 71.20 Unknown 27.00 0
## 86 Rural 96.97 smokes 26.00 0
## 87 Rural 111.81 smokes 23.00 0
## 88 Rural 59.35 formerly smoked 24.00 0
## 89 Urban 86.94 formerly smoked 26.00 0
## 90 Urban 98.55 Unknown 26.00 0
## 91 Urban 226.98 never smoked 27.00 0
## 92 Urban 72.81 never smoked 24.00 0
## 93 Urban 68.02 never smoked 25.00 0
## 94 Urban 68.56 Unknown 25.00 0
## 95 Rural 64.14 never smoked 25.00 0
## 96 Rural 235.63 never smoked 28.00 0
## 97 Rural 76.34 formerly smoked 23.00 0
## 98 Rural 240.59 smokes 26.00 0
## 100 Urban 82.81 never smoked 23.00 0
## 102 Rural 190.32 never smoked 27.57 0
## 103 Rural 231.61 formerly smoked 24.00 0
## 104 Rural 78.70 Unknown 28.00 0
## 105 Urban 110.52 Unknown 28.00 0
## 106 Urban 82.30 smokes 25.00 0
## 107 Rural 73.18 formerly smoked 24.00 0
## 108 Rural 191.82 smokes 25.00 0
## 109 Rural 93.05 never smoked 26.00 0
## 110 Urban 64.17 never smoked 25.00 0
## 111 Rural 129.98 formerly smoked 25.00 0
## 112 Urban 68.53 smokes 23.00 0
## 113 Urban 106.41 formerly smoked 25.00 0
## 114 Rural 224.10 never smoked 25.00 0
## 117 Rural 76.11 smokes 25.00 0
## 118 Urban 72.96 smokes 27.00 0
## 120 Urban 105.22 never smoked 25.00 0
## 121 Rural 59.86 formerly smoked 28.00 0
## 122 Urban 62.55 Unknown 28.00 0
## 123 Rural 259.63 smokes 26.00 0
## 124 Rural 249.31 never smoked 28.00 0
## 125 Urban 219.91 Unknown 28.00 0
## 126 Urban 131.41 never smoked 26.00 0
## 127 Urban 93.13 formerly smoked 28.00 0
## 128 Urban 73.54 Unknown 25.00 0
## 129 Urban 200.59 formerly smoked 23.00 0
## 130 Urban 62.48 Unknown 24.00 0
## 131 Rural 190.14 never smoked 28.00 0
## 132 Urban 130.54 never smoked 25.00 0
## 133 Rural 182.99 never smoked 26.00 0
## 134 Rural 101.45 formerly smoked 24.00 0
## 135 Rural 206.09 never smoked 23.00 0
## 136 Urban 263.32 never smoked 23.85 0
## 137 Urban 140.10 formerly smoked 28.00 0
## 138 Urban 207.28 Unknown 27.00 0
## 139 Rural 194.37 formerly smoked 26.00 0
## 140 Rural 199.20 Unknown 25.00 0
## 141 Rural 103.68 never smoked 23.28 0
## 142 Rural 116.44 smokes 27.00 0
## 143 Urban 70.28 never smoked 23.00 0
## 145 Urban 221.79 never smoked 25.00 0
## 146 Urban 151.16 formerly smoked 23.00 0
## 147 Urban 68.43 formerly smoked 23.00 0
## 148 Urban 67.29 never smoked 23.00 0
## 149 Rural 67.41 never smoked 27.00 0
## 150 Rural 239.07 never smoked 23.00 0
## 151 Rural 169.67 Unknown 23.00 0
## 152 Urban 223.83 formerly smoked 28.00 0
## 153 Urban 76.57 never smoked 25.00 0
## 154 Urban 77.82 smokes 27.00 0
## 155 Rural 92.98 never smoked 23.00 0
## 156 Rural 231.56 never smoked 26.00 0
## 157 Rural 102.16 smokes 24.00 0
## 158 Urban 221.89 smokes 26.00 0
## 159 Urban 195.71 formerly smoked 24.00 0
## 160 Rural 74.02 never smoked 27.00 0
## 161 Urban 57.92 formerly smoked 24.00 0
## 162 Urban 81.76 smokes 25.00 0
## 164 Urban 203.87 never smoked 23.00 0
## 165 Urban 89.13 formerly smoked 26.00 0
## 166 Urban 133.19 formerly smoked 24.00 0
## 167 Rural 162.23 Unknown 24.00 0
## 168 Rural 75.02 never smoked 24.00 0
## 169 Urban 98.02 formerly smoked 26.00 0
## 170 Rural 91.54 never smoked 25.00 0
## 171 Rural 111.98 formerly smoked 25.00 0
## 172 Rural 60.94 never smoked 23.00 0
## 173 Urban 97.43 smokes 23.00 0
## 174 Rural 91.02 formerly smoked 25.00 0
## 175 Rural 60.67 formerly smoked 26.84 0
## 176 Rural 185.49 never smoked 26.00 0
## 177 Urban 64.44 never smoked 23.00 0
## 178 Rural 56.11 formerly smoked 23.00 0
## 179 Urban 110.66 Unknown 25.00 0
## 180 Urban 213.22 Unknown 23.00 0
## 181 Urban 78.18 never smoked 28.00 0
## 182 Urban 111.04 formerly smoked 25.00 0
## 183 Rural 76.13 smokes 27.00 0
## 184 Urban 81.32 Unknown 28.00 0
## 185 Urban 112.24 smokes 23.00 0
## 186 Rural 137.30 formerly smoked 26.00 0
## 187 Urban 116.69 formerly smoked 25.00 0
## 188 Urban 215.94 formerly smoked 25.00 0
## 189 Rural 86.62 formerly smoked 25.00 0
## 190 Urban 209.86 Unknown 25.00 0
## 191 Urban 205.77 formerly smoked 27.00 0
## 192 Urban 112.16 formerly smoked 27.00 0
## 193 Rural 118.03 smokes 23.00 0
## 194 Rural 271.74 smokes 25.00 0
## 195 Rural 97.92 smokes 26.00 0
## 196 Urban 200.62 formerly smoked 25.00 0
## 197 Rural 242.52 formerly smoked 26.00 0
## 198 Rural 93.81 Unknown 24.83 0
## 199 Rural 114.77 formerly smoked 23.00 0
## 200 Urban 74.96 never smoked 24.00 0
## 201 Urban 167.13 Unknown 25.00 0
## 202 Urban 175.29 formerly smoked 27.00 0
## 203 Rural 90.00 never smoked 28.00 0
## 204 Rural 109.47 never smoked 24.00 0
## 205 Rural 87.85 smokes 25.00 0
## 206 Urban 106.74 formerly smoked 24.00 0
## 207 Rural 80.13 never smoked 26.00 0
## 208 Urban 90.19 never smoked 23.00 0
## 209 Rural 134.80 Unknown 26.00 0
## 210 Rural 106.58 Unknown 26.00 0
## 211 Urban 83.24 never smoked 25.00 0
## 212 Rural 103.43 formerly smoked 27.00 0
## 213 Urban 208.65 never smoked 28.00 0
## 214 Urban 74.11 never smoked 23.00 0
## 215 Urban 95.84 never smoked 28.00 0
## 216 Urban 205.33 smokes 23.00 0
## 217 Urban 116.10 never smoked 25.00 0
## 218 Urban 210.40 smokes 26.00 0
## 219 Urban 199.86 smokes 28.00 0
## 220 Rural 219.73 never smoked 26.00 0
## 221 Urban 250.89 smokes 26.00 1
## 222 Rural 72.73 never smoked 26.00 0
## 223 Rural 205.35 formerly smoked 25.00 0
## 226 Urban 216.58 Unknown 24.00 0
## 227 Rural 184.40 never smoked 24.00 0
## 228 Rural 60.98 never smoked 24.00 0
## 230 Urban 66.03 never smoked 23.00 0
## 231 Rural 81.95 never smoked 27.68 0
## 232 Urban 97.73 smokes 28.00 0
## 233 Urban 70.94 never smoked 25.00 0
## 234 Urban 199.84 formerly smoked 26.00 0
## 235 Urban 218.46 Unknown 28.00 0
## 236 Rural 211.06 Unknown 24.00 0
## 237 Urban 86.30 Unknown 27.00 0
## 238 Rural 162.14 formerly smoked 26.00 0
## 239 Urban 88.20 never smoked 26.00 0
## 240 Urban 91.92 smokes 23.00 0
## 241 Rural 76.46 formerly smoked 27.00 0
## 242 Rural 197.28 formerly smoked 25.00 0
## 243 Rural 233.94 never smoked 24.00 0
## 244 Urban 247.51 formerly smoked 23.00 0
## 245 Rural 84.96 Unknown 26.00 0
## 247 Rural 78.80 formerly smoked 27.00 0
## 248 Rural 87.80 Unknown 25.00 0
## 249 Rural 78.81 Unknown 25.00 0
## 250 Rural 95.12 Unknown 26.00 0
## 251 Urban 87.96 never smoked 24.00 0
## 252 Urban 110.89 Unknown 23.00 0
## 253 Rural 69.04 formerly smoked 26.00 0
## 254 Rural 161.28 Unknown 24.00 0
## 255 Urban 210.95 Unknown 23.00 0
## 256 Urban 77.59 formerly smoked 23.00 0
## 257 Rural 243.53 never smoked 23.00 0
## 258 Rural 77.67 smokes 28.00 0
## 259 Urban 205.84 never smoked 24.00 0
## 260 Urban 77.08 Unknown 27.00 0
## 261 Urban 57.08 formerly smoked 25.00 0
## 262 Rural 162.96 never smoked 25.00 0
## 263 Rural 73.50 formerly smoked 25.00 0
## 264 Rural 95.04 never smoked 28.00 0
## 265 Rural 85.37 never smoked 27.00 0
## 266 Urban 84.62 smokes 24.00 0
## 267 Rural 82.67 never smoked 25.00 0
## 268 Urban 57.33 smokes 25.00 0
## 269 Urban 67.84 smokes 25.00 0
## 270 Rural 75.70 Unknown 27.00 0
## 271 Rural 129.54 smokes 23.00 0
## 272 Rural 60.22 smokes 24.00 0
## 273 Urban 198.21 formerly smoked 24.00 0
## 274 Urban 109.82 never smoked 27.61 0
## 275 Urban 60.84 never smoked 27.00 0
## 276 Rural 94.61 smokes 27.00 0
## 277 Rural 97.49 never smoked 26.00 0
## 278 Rural 206.72 never smoked 23.00 0
## 279 Rural 214.45 never smoked 29.63 0
## 280 Urban 82.90 Unknown 28.00 0
## 281 Urban 103.26 Unknown 28.00 0
## 282 Urban 55.78 smokes 29.64 0
## 283 Urban 73.74 Unknown 23.00 0
## 284 Urban 149.75 Unknown 23.00 0
## 285 Urban 82.34 Unknown 23.00 0
## 286 Rural 62.60 formerly smoked 24.00 0
## 287 Urban 94.09 never smoked 26.00 0
## 288 Urban 55.42 Unknown 23.00 0
## 289 Urban 82.18 Unknown 25.00 0
## 290 Urban 117.92 smokes 26.00 0
## 291 Urban 114.84 Unknown 27.00 0
## 292 Rural 79.17 Unknown 24.00 0
## 293 Rural 110.63 Unknown 25.00 0
## 294 Urban 190.70 formerly smoked 27.00 0
## 295 Rural 79.81 Unknown 25.00 0
## 296 Urban 113.63 smokes 27.00 0
## 297 Rural 141.24 never smoked 21.51 0
## 298 Rural 56.96 smokes 23.00 0
## 299 Rural 203.04 never smoked 23.00 0
## 300 Rural 94.30 Unknown 23.00 0
## 301 Urban 81.51 Unknown 25.00 0
## 302 Urban 137.74 formerly smoked 24.00 0
## 303 Rural 81.84 never smoked 24.00 0
## 304 Rural 242.30 smokes 27.00 0
## 305 Rural 102.64 smokes 28.00 0
## 306 Urban 146.01 smokes 25.00 0
## 307 Urban 75.42 Unknown 28.00 0
## 308 Urban 220.49 Unknown 25.00 0
## 309 Urban 61.45 smokes 24.00 0
## 310 Rural 88.19 formerly smoked 28.00 0
## 311 Rural 115.22 Unknown 26.00 0
## 312 Urban 97.93 Unknown 27.00 0
## 313 Rural 85.60 Unknown 25.00 0
## 314 Rural 79.83 smokes 25.00 0
## 315 Urban 218.46 never smoked 23.00 0
## 316 Rural 62.20 formerly smoked 26.00 0
## 317 Urban 69.15 formerly smoked 23.00 0
## 318 Rural 127.71 never smoked 28.00 0
## 319 Rural 216.70 formerly smoked 26.00 0
## 320 Urban 71.89 never smoked 28.00 0
## 321 Rural 103.56 Unknown 26.00 0
## 322 Rural 79.03 Unknown 26.00 0
## 323 Urban 69.94 Unknown 23.00 0
## 324 Rural 90.12 Unknown 28.00 0
## 325 Urban 95.10 formerly smoked 25.00 0
## 326 Rural 234.58 formerly smoked 24.00 0
## 327 Rural 235.85 never smoked 25.00 0
## 328 Rural 78.05 Unknown 27.00 0
## 329 Rural 89.44 smokes 28.00 0
## 330 Rural 111.38 smokes 26.00 0
## 331 Urban 243.50 never smoked 26.00 0
## 332 Urban 182.20 formerly smoked 24.00 0
## 333 Urban 229.92 smokes 26.00 0
## 334 Urban 82.24 formerly smoked 25.00 0
## 335 Rural 89.84 Unknown 27.00 0
## 336 Rural 90.69 Unknown 23.00 0
## 337 Urban 84.38 Unknown 23.00 0
## 338 Urban 215.60 never smoked 24.00 0
## 339 Rural 91.61 never smoked 25.00 0
## 340 Rural 138.16 never smoked 28.00 0
## 341 Urban 75.23 never smoked 25.00 0
## 342 Rural 75.18 formerly smoked 26.00 0
## 343 Urban 106.23 formerly smoked 27.00 0
## 344 Urban 239.64 formerly smoked 24.00 0
## 345 Urban 58.95 never smoked 24.00 0
## 346 Urban 99.92 never smoked 25.00 0
## 347 Rural 116.23 never smoked 27.00 0
## 348 Urban 118.82 formerly smoked 25.00 0
## 349 Rural 66.30 never smoked 28.00 0
## 350 Urban 101.41 smokes 23.00 0
## 351 Urban 200.28 formerly smoked 27.00 0
## 352 Urban 136.80 never smoked 25.00 0
## 353 Rural 96.57 never smoked 27.00 0
## 354 Rural 66.42 never smoked 25.00 0
## 355 Urban 98.09 smokes 25.00 0
## 356 Rural 205.23 never smoked 21.31 0
## 357 Urban 86.78 smokes 26.00 0
## 358 Rural 126.82 never smoked 27.00 0
## 359 Urban 78.40 never smoked 26.00 0
## 360 Urban 63.69 smokes 24.00 0
## 361 Urban 209.58 never smoked 25.00 0
## 362 Rural 89.86 never smoked 25.00 0
## 363 Rural 110.99 formerly smoked 24.00 0
## 364 Urban 83.82 Unknown 28.00 0
## 365 Urban 137.96 Unknown 24.00 0
## 366 Rural 210.78 formerly smoked 23.00 0
## 367 Rural 118.89 never smoked 27.00 0
## 368 Rural 72.55 never smoked 23.00 0
## 369 Rural 107.41 never smoked 24.00 0
## 370 Rural 93.25 Unknown 27.00 0
## 371 Rural 74.91 never smoked 24.00 0
## 372 Urban 80.05 never smoked 27.00 0
## 373 Urban 99.80 never smoked 24.00 0
## 374 Rural 91.97 formerly smoked 28.00 0
## 375 Rural 64.40 smokes 27.00 0
## 376 Rural 73.02 never smoked 26.00 0
## 377 Rural 88.11 Unknown 23.00 0
## 378 Urban 138.29 Unknown 26.00 0
## 379 Rural 72.36 Unknown 28.00 0
## 380 Rural 68.76 formerly smoked 26.00 0
## 381 Rural 106.22 Unknown 25.00 0
## 382 Urban 101.52 never smoked 27.00 0
## 383 Rural 109.51 never smoked 23.00 0
## 384 Rural 85.84 Unknown 23.00 0
## 385 Rural 110.15 Unknown 25.00 0
## 386 Urban 91.72 never smoked 23.48 0
## 387 Urban 251.60 never smoked 24.00 0
## 388 Urban 123.10 never smoked 23.00 0
## 389 Rural 97.40 formerly smoked 23.00 0
## 390 Rural 68.34 formerly smoked 28.00 0
## 391 Urban 80.81 never smoked 28.00 0
## 392 Rural 120.31 smokes 26.00 0
## 393 Rural 83.51 never smoked 27.00 0
## 394 Urban 74.09 never smoked 24.00 0
## 395 Urban 91.60 never smoked 24.00 0
## 396 Urban 87.52 never smoked 27.00 0
## 397 Rural 213.37 never smoked 28.00 0
## 398 Rural 75.39 never smoked 26.00 0
## 399 Rural 122.41 smokes 24.00 0
## 400 Rural 223.36 formerly smoked 27.00 0
## 401 Rural 84.59 Unknown 26.00 0
## 402 Urban 70.16 never smoked 26.00 0
## 403 Rural 107.52 Unknown 25.00 0
## 404 Urban 80.88 smokes 23.00 0
## 405 Rural 93.48 Unknown 24.00 0
## 406 Urban 70.21 never smoked 27.00 0
## 407 Rural 86.67 Unknown 24.00 0
## 408 Rural 101.37 never smoked 23.36 0
## 409 Rural 105.22 never smoked 25.00 0
## 410 Rural 70.31 Unknown 25.00 0
## 411 Rural 64.06 Unknown 28.00 0
## 412 Rural 178.29 never smoked 25.00 0
## 413 Rural 81.60 smokes 24.00 0
## 414 Urban 147.48 Unknown 23.00 0
## 415 Urban 86.86 never smoked 25.00 0
## 416 Rural 71.16 smokes 23.00 0
## 417 Urban 73.20 Unknown 23.00 0
## 418 Urban 203.81 never smoked 28.00 0
## 419 Rural 82.00 never smoked 23.00 0
## 420 Urban 97.55 never smoked 25.00 0
## 421 Urban 94.29 Unknown 25.00 0
## 422 Rural 75.22 Unknown 28.00 0
## 423 Urban 90.07 Unknown 27.00 0
## 424 Urban 73.73 formerly smoked 28.00 0
## 425 Urban 79.58 never smoked 24.00 0
## 426 Urban 77.88 Unknown 26.00 0
## 427 Rural 205.26 never smoked 27.00 0
## 428 Rural 58.63 smokes 22.19 0
## 429 Rural 139.90 smokes 28.00 0
## 430 Urban 211.03 formerly smoked 26.00 0
## 431 Urban 72.79 never smoked 24.00 0
## 432 Rural 91.65 formerly smoked 25.00 0
## 433 Rural 79.92 smokes 24.00 0
## 434 Rural 225.47 never smoked 30.38 0
## 435 Urban 94.48 never smoked 24.00 0
## 436 Urban 82.34 never smoked 28.00 0
## 437 Urban 180.63 formerly smoked 25.00 0
## 438 Rural 92.48 Unknown 24.00 0
## 439 Rural 116.66 formerly smoked 25.00 0
## 440 Urban 112.09 never smoked 23.00 0
## 441 Urban 130.34 never smoked 27.00 0
## 442 Urban 82.59 never smoked 25.00 0
## 443 Rural 123.87 Unknown 25.00 0
## 444 Rural 98.70 Unknown 23.00 0
## 445 Rural 227.10 Unknown 28.00 0
## 446 Rural 55.39 Unknown 18.14 0
## 447 Urban 66.07 Unknown 24.00 0
## 448 Rural 104.21 never smoked 24.00 0
## 449 Urban 145.15 Unknown 26.00 0
## 450 Urban 68.19 never smoked 24.00 0
## 451 Rural 97.53 smokes 24.00 0
## 452 Urban 122.31 never smoked 27.00 0
## 453 Urban 83.51 never smoked 23.00 0
## 454 Urban 86.46 Unknown 24.00 0
## 455 Rural 112.06 never smoked 27.00 0
## 456 Urban 92.14 never smoked 26.00 0
## 457 Rural 201.76 formerly smoked 24.00 0
## 458 Urban 74.44 smokes 27.00 0
## 459 Rural 95.93 Unknown 25.00 0
## 460 Rural 87.51 Unknown 27.00 0
## 461 Rural 72.35 Unknown 23.00 0
## 462 Rural 113.47 Unknown 27.00 0
## 463 Rural 103.78 formerly smoked 28.00 0
## 464 Rural 115.43 never smoked 26.00 0
## 465 Rural 95.59 never smoked 26.00 0
## 466 Rural 101.52 smokes 26.00 0
## 467 Rural 170.05 smokes 27.00 0
## 468 Rural 217.30 never smoked 24.00 0
## 469 Urban 196.01 never smoked 24.00 0
## 470 Urban 92.21 Unknown 25.00 0
## 471 Rural 100.09 never smoked 25.00 0
## 472 Rural 93.88 never smoked 27.00 0
## 473 Rural 75.05 smokes 23.00 0
## 474 Rural 70.08 never smoked 28.00 0
## 475 Urban 74.20 smokes 24.00 0
## 476 Rural 69.01 never smoked 28.00 0
## 477 Rural 96.17 Unknown 25.00 0
## 478 Urban 184.15 Unknown 26.00 0
## 479 Urban 87.24 formerly smoked 28.00 0
## 480 Rural 198.69 smokes 28.00 0
## 481 Urban 82.58 Unknown 25.00 0
## 482 Rural 96.88 Unknown 24.00 0
## 483 Urban 73.32 Unknown 27.00 0
## 484 Rural 94.59 Unknown 26.00 0
## 485 Rural 132.08 smokes 26.00 0
## 486 Urban 98.99 never smoked 26.00 0
## 487 Rural 104.48 never smoked 28.00 0
## 488 Rural 98.01 Unknown 25.00 0
## 489 Rural 79.14 formerly smoked 25.00 0
## 490 Urban 89.32 Unknown 28.00 0
## 491 Rural 65.24 Unknown 28.00 0
## 492 Rural 80.98 formerly smoked 28.00 0
## 493 Urban 186.17 Unknown 23.00 0
## 494 Rural 69.24 never smoked 21.83 0
## 495 Rural 111.19 formerly smoked 27.00 0
## 496 Urban 93.28 never smoked 27.00 0
## 497 Rural 122.19 Unknown 25.00 0
## 498 Rural 129.53 never smoked 28.00 0
## 499 Rural 114.53 Unknown 25.00 0
## 500 Urban 93.73 smokes 31.75 0
## 501 Urban 77.49 formerly smoked 28.00 0
## 502 Urban 65.38 formerly smoked 28.00 0
## 503 Urban 94.18 never smoked 26.00 0
## 504 Urban 118.70 Unknown 25.00 0
## 505 Urban 96.29 smokes 23.00 0
## 506 Rural 74.64 smokes 24.00 0
## 507 Urban 96.99 formerly smoked 27.00 0
## 508 Rural 100.61 Unknown 26.00 0
## 509 Rural 97.08 Unknown 27.00 0
## 510 Rural 84.79 never smoked 24.00 0
## 511 Rural 78.75 formerly smoked 24.00 0
## 512 Rural 82.93 smokes 27.00 0
## 513 Urban 88.78 smokes 25.00 0
## 514 Urban 122.10 smokes 26.00 0
## 515 Rural 74.81 smokes 24.00 0
## 516 Urban 183.45 smokes 26.00 0
## 517 Urban 114.94 never smoked 27.00 0
## 518 Rural 104.38 formerly smoked 23.00 0
## 519 Urban 102.91 Unknown 26.00 0
## 520 Rural 108.79 Unknown 26.00 0
## 521 Urban 73.31 never smoked 28.00 0
## 522 Urban 68.52 never smoked 23.00 0
## 523 Rural 89.77 smokes 24.00 0
## 524 Urban 102.64 never smoked 26.00 0
## 525 Urban 70.92 never smoked 25.00 0
## 526 Rural 86.11 Unknown 26.00 0
## 527 Urban 129.16 never smoked 24.00 0
## 528 Urban 113.85 never smoked 24.00 0
## 529 Rural 79.35 formerly smoked 25.00 0
## 530 Rural 80.79 Unknown 28.00 0
## 531 Urban 114.01 formerly smoked 28.00 0
## 532 Rural 93.74 never smoked 25.00 0
## 533 Rural 90.65 Unknown 28.00 0
## 534 Urban 98.41 never smoked 27.00 0
## 535 Urban 127.18 Unknown 24.00 0
## 536 Urban 138.06 Unknown 23.00 0
## 537 Urban 89.44 never smoked 24.00 0
## 538 Urban 105.61 Unknown 25.00 0
## 539 Rural 155.43 never smoked 26.00 0
## 540 Rural 80.83 Unknown 23.00 0
## 541 Urban 80.19 never smoked 26.00 0
## 542 Urban 60.34 formerly smoked 22.91 0
## 543 Urban 79.30 formerly smoked 28.00 0
## 544 Urban 98.44 Unknown 23.00 0
## 545 Rural 210.48 never smoked 25.00 0
## 546 Rural 70.34 Unknown 27.00 0
## 547 Urban 122.22 Unknown 25.00 0
## 548 Rural 75.29 smokes 23.00 0
## 549 Rural 100.35 never smoked 28.00 0
## 550 Urban 193.83 never smoked 23.00 0
## 551 Urban 126.96 Unknown 24.00 0
## 552 Urban 183.34 formerly smoked 19.05 0
## 553 Urban 247.69 Unknown 26.00 0
## 554 Rural 76.20 never smoked 24.00 0
## 555 Rural 71.43 Unknown 26.00 0
## 556 Rural 93.36 never smoked 20.68 0
## 557 Urban 61.29 never smoked 24.00 0
## 558 Urban 103.62 Unknown 24.00 0
## 559 Rural 100.52 Unknown 23.00 0
## 560 Rural 191.47 never smoked 20.27 0
## 561 Urban 67.06 Unknown 25.00 0
## 562 Urban 144.10 never smoked 25.00 0
## 563 Urban 58.26 Unknown 24.00 0
## 564 Urban 239.82 never smoked 27.00 0
## 565 Rural 73.71 Unknown 23.00 0
## 566 Rural 88.53 never smoked 28.00 0
## 567 Urban 114.79 Unknown 27.00 0
## 568 Rural 113.80 formerly smoked 23.00 0
## 569 Urban 71.91 Unknown 25.00 0
## 570 Urban 65.30 never smoked 25.00 0
## 571 Urban 189.57 never smoked 24.00 0
## 572 Urban 114.25 formerly smoked 28.00 0
## 573 Urban 81.26 formerly smoked 27.00 0
## 574 Urban 87.88 smokes 28.47 0
## 575 Urban 112.17 Unknown 25.00 0
## 576 Rural 99.97 never smoked 25.00 0
## 577 Urban 207.58 smokes 28.00 0
## 578 Urban 109.16 smokes 25.00 0
## 579 Urban 74.46 formerly smoked 27.00 0
## 580 Rural 118.51 never smoked 28.00 0
## 581 Urban 107.47 formerly smoked 27.00 0
## 582 Rural 182.86 Unknown 23.00 0
## 583 Rural 59.17 Unknown 28.00 0
## 584 Rural 215.64 formerly smoked 25.00 0
## 585 Rural 163.70 Unknown 27.00 0
## 586 Rural 196.36 formerly smoked 25.00 0
## 587 Rural 139.77 Unknown 28.00 0
## 588 Urban 141.23 never smoked 25.00 0
## 589 Urban 89.99 formerly smoked 24.00 0
## 590 Urban 108.53 smokes 28.00 0
## 591 Urban 63.61 Unknown 27.00 0
## 592 Urban 85.54 smokes 28.00 0
## 593 Urban 100.83 never smoked 24.00 0
## 594 Urban 59.82 never smoked 27.00 0
## 595 Urban 105.95 smokes 25.00 0
## 596 Rural 188.11 smokes 26.00 0
## 597 Urban 71.15 formerly smoked 27.00 0
## 598 Rural 60.53 Unknown 27.00 0
## 599 Rural 205.50 never smoked 25.00 0
## 600 Urban 204.86 never smoked 24.00 0
## 601 Rural 115.03 never smoked 24.00 0
## 602 Rural 79.87 never smoked 28.00 0
## 603 Rural 97.89 never smoked 27.00 0
## 604 Urban 125.26 never smoked 27.00 0
## 605 Rural 114.32 smokes 27.00 0
## 606 Urban 92.23 Unknown 28.00 0
## 607 Urban 83.51 never smoked 21.66 0
## 608 Urban 102.34 Unknown 28.00 0
## 609 Rural 144.48 smokes 24.00 0
## 610 Rural 88.39 Unknown 24.00 0
## 611 Rural 228.08 Unknown 27.00 0
## 612 Urban 93.79 never smoked 27.00 0
## 613 Rural 147.14 Unknown 24.00 0
## 614 Rural 106.43 smokes 26.00 0
## 615 Rural 88.04 never smoked 28.00 0
## 616 Urban 92.20 Unknown 28.00 0
## 617 Urban 219.53 never smoked 27.00 0
## 618 Rural 75.56 smokes 28.00 0
## 619 Urban 158.31 formerly smoked 27.00 0
## 620 Urban 111.43 smokes 25.00 0
## 621 Rural 219.97 never smoked 24.00 0
## 622 Rural 148.91 never smoked 27.00 0
## 623 Urban 69.40 never smoked 25.00 0
## 624 Rural 68.34 Unknown 24.00 0
## 625 Urban 58.37 smokes 26.00 0
## 626 Urban 71.20 never smoked 27.00 0
## 627 Rural 101.50 smokes 26.00 0
## 628 Urban 92.04 never smoked 25.00 0
## 629 Rural 73.00 never smoked 24.06 0
## 630 Urban 111.15 smokes 27.00 0
## 631 Rural 58.65 never smoked 26.00 0
## 632 Urban 100.54 never smoked 25.00 0
## 633 Rural 111.73 never smoked 24.00 0
## 634 Urban 97.78 Unknown 25.00 0
## 635 Rural 85.79 Unknown 28.00 0
## 636 Rural 98.54 never smoked 28.00 0
## 637 Urban 94.62 formerly smoked 25.00 0
## 638 Rural 112.43 never smoked 26.00 0
## 639 Urban 99.67 formerly smoked 25.00 0
## 640 Urban 67.39 Unknown 23.00 0
## 641 Urban 95.12 never smoked 28.38 0
## 642 Rural 85.06 never smoked 23.00 0
## 643 Rural 214.05 formerly smoked 23.00 0
## 644 Urban 79.09 never smoked 24.00 0
## 645 Urban 98.09 never smoked 26.00 0
## 646 Urban 76.36 Unknown 28.00 0
## 647 Urban 98.42 formerly smoked 28.00 0
## 648 Urban 82.01 formerly smoked 24.00 0
## 649 Rural 56.11 smokes 26.00 0
## 650 Rural 111.85 never smoked 20.53 0
## 651 Urban 92.39 never smoked 25.00 0
## 652 Urban 112.54 formerly smoked 24.00 0
## 653 Urban 63.71 formerly smoked 23.00 0
## 654 Urban 70.35 formerly smoked 27.00 0
## 655 Urban 94.65 formerly smoked 28.00 0
## 656 Rural 64.64 never smoked 30.36 0
## 657 Rural 57.27 Unknown 26.00 0
## 658 Urban 107.25 Unknown 23.00 0
## 659 Rural 77.12 never smoked 27.00 0
## 660 Urban 55.32 smokes 24.00 0
## 661 Rural 69.37 Unknown 27.00 0
## 662 Urban 57.57 never smoked 26.00 0
## 663 Urban 87.43 Unknown 24.00 0
## 664 Rural 98.73 never smoked 23.00 0
## 665 Rural 81.18 never smoked 23.00 0
## 666 Rural 56.23 never smoked 28.13 0
## 667 Rural 69.61 never smoked 23.00 0
## 668 Rural 59.49 Unknown 24.00 0
## 669 Rural 118.14 formerly smoked 27.00 0
## 670 Rural 100.26 Unknown 24.00 0
## 671 Rural 56.75 never smoked 23.00 0
## 672 Urban 88.27 never smoked 23.00 0
## 673 Urban 67.81 never smoked 27.00 0
## 674 Rural 77.46 never smoked 23.00 0
## 675 Urban 76.26 never smoked 25.00 0
## 676 Rural 86.39 never smoked 26.00 0
## 677 Urban 116.38 formerly smoked 28.00 0
## 678 Rural 75.74 smokes 27.00 0
## 679 Rural 92.14 Unknown 24.00 0
## 680 Rural 149.95 never smoked 27.00 0
## 681 Urban 92.11 never smoked 25.00 0
## 682 Rural 74.98 never smoked 22.11 0
## 683 Urban 55.25 never smoked 27.00 0
## 684 Rural 79.89 Unknown 28.00 0
## 685 Urban 130.61 Unknown 27.00 0
## 686 Urban 94.26 Unknown 26.00 0
## 687 Urban 94.34 formerly smoked 27.00 0
## 688 Urban 109.03 formerly smoked 25.00 0
## 689 Rural 81.03 never smoked 30.48 0
## 690 Rural 99.82 never smoked 25.41 0
## 691 Urban 140.08 never smoked 23.00 0
## 692 Urban 59.54 Unknown 24.00 0
## 693 Urban 80.33 never smoked 23.00 0
## 694 Urban 131.51 never smoked 25.00 0
## 695 Rural 89.21 formerly smoked 24.00 0
## 696 Rural 91.45 never smoked 28.00 0
## 697 Rural 90.58 Unknown 25.00 0
## 698 Urban 91.45 Unknown 27.00 0
## 699 Rural 89.63 smokes 26.00 0
## 700 Urban 124.06 never smoked 24.33 0
## 701 Rural 99.47 never smoked 23.00 0
## 702 Urban 88.97 never smoked 27.00 0
## 703 Rural 80.93 never smoked 26.00 0
## 704 Urban 102.07 smokes 28.00 0
## 705 Rural 91.69 Unknown 27.00 0
## 706 Urban 63.71 smokes 23.00 0
## 707 Rural 200.49 smokes 26.00 0
## 708 Rural 75.30 formerly smoked 24.00 0
## 709 Urban 240.71 formerly smoked 23.00 0
## 710 Urban 60.50 formerly smoked 24.00 0
## 711 Rural 131.85 Unknown 25.00 0
## 712 Rural 134.39 formerly smoked 27.00 0
## 713 Urban 56.18 never smoked 27.00 0
## 714 Rural 113.64 formerly smoked 23.00 0
## 715 Rural 156.57 Unknown 23.00 0
## 716 Rural 80.40 never smoked 28.00 0
## 717 Urban 59.26 smokes 26.00 0
## 718 Rural 63.26 Unknown 26.00 0
## 719 Urban 86.24 never smoked 26.00 0
## 720 Urban 197.10 formerly smoked 27.00 0
## 721 Urban 90.90 formerly smoked 28.00 0
## 722 Rural 84.59 Unknown 26.00 0
## 723 Rural 121.80 Unknown 23.00 0
## 724 Rural 77.65 smokes 25.00 0
## 725 Urban 64.41 smokes 28.00 0
## 726 Urban 75.19 smokes 27.00 0
## 727 Rural 67.97 smokes 25.00 0
## 728 Urban 119.34 never smoked 24.00 0
## 729 Rural 94.92 never smoked 22.01 0
## 730 Rural 107.42 never smoked 25.00 0
## 731 Rural 85.02 Unknown 28.00 0
## 732 Urban 103.51 never smoked 26.00 0
## 733 Urban 114.50 formerly smoked 27.00 0
## 734 Urban 70.78 Unknown 28.00 0
## 735 Rural 95.01 smokes 27.00 0
## 736 Urban 84.11 never smoked 24.00 0
## 737 Urban 74.02 never smoked 23.00 0
## 738 Urban 78.49 smokes 23.00 0
## 739 Urban 74.22 Unknown 28.00 0
## 740 Urban 55.34 smokes 24.00 0
## 741 Rural 75.04 never smoked 24.00 0
## 742 Rural 109.73 never smoked 28.00 0
## 743 Urban 95.81 Unknown 28.00 0
## 744 Rural 96.78 smokes 24.00 0
## 745 Urban 194.62 never smoked 26.00 0
## 746 Rural 70.02 never smoked 23.00 0
## 747 Urban 222.21 smokes 26.00 0
## 748 Rural 62.41 never smoked 26.00 0
## 749 Urban 55.83 never smoked 28.00 0
## 750 Rural 65.12 never smoked 26.00 0
## 751 Rural 73.62 Unknown 24.00 0
## 752 Urban 85.83 formerly smoked 24.21 0
## 753 Urban 103.86 Unknown 26.00 0
## 754 Urban 60.98 Unknown 25.00 0
## 755 Rural 82.69 Unknown 27.00 0
## 756 Rural 250.20 Unknown 28.00 0
## 757 Rural 128.97 Unknown 28.00 0
## 758 Rural 84.31 never smoked 28.00 0
## 759 Rural 74.80 never smoked 27.00 0
## 760 Urban 97.06 formerly smoked 26.00 0
## 761 Urban 77.54 Unknown 28.00 0
## 762 Rural 92.78 never smoked 25.00 0
## 763 Rural 173.43 smokes 24.00 0
## 764 Urban 79.08 never smoked 19.05 0
## 765 Urban 106.18 smokes 28.00 0
## 766 Rural 114.21 never smoked 24.00 0
## 767 Rural 91.08 never smoked 24.00 0
## 768 Urban 105.77 Unknown 27.00 0
## 769 Rural 74.88 smokes 23.00 0
## 770 Rural 123.15 smokes 24.00 0
## 771 Rural 184.25 never smoked 25.00 0
## 772 Rural 117.69 never smoked 24.00 0
## 773 Rural 55.26 Unknown 23.94 0
## 774 Urban 106.51 never smoked 23.00 0
## 775 Rural 55.27 formerly smoked 27.00 0
## 776 Urban 98.42 Unknown 23.00 0
## 777 Rural 99.20 never smoked 25.00 0
## 778 Urban 98.92 formerly smoked 24.00 0
## 779 Rural 92.70 never smoked 27.00 0
## 780 Rural 106.70 never smoked 26.00 0
## 781 Urban 152.81 Unknown 23.00 0
## 782 Urban 82.59 formerly smoked 25.00 0
## 783 Urban 91.00 never smoked 28.00 0
## 784 Urban 93.88 Unknown 31.60 0
## 785 Urban 76.99 never smoked 23.00 0
## 786 Rural 254.60 Unknown 24.19 0
## 787 Rural 93.99 formerly smoked 28.00 0
## 788 Urban 109.68 never smoked 24.00 0
## 789 Rural 92.04 never smoked 25.00 0
## 790 Rural 111.41 never smoked 26.00 0
## 791 Rural 97.92 never smoked 26.00 0
## 792 Urban 65.61 Unknown 23.00 0
## 793 Urban 62.37 never smoked 23.00 0
## 794 Urban 101.28 never smoked 26.00 0
## 795 Rural 88.31 smokes 28.00 0
## 796 Rural 103.55 formerly smoked 24.00 0
## 797 Urban 60.26 never smoked 26.00 0
## 798 Urban 79.39 never smoked 28.00 0
## 799 Urban 122.01 smokes 26.00 0
## 800 Rural 78.09 Unknown 26.00 0
## 801 Urban 89.70 smokes 27.00 0
## 802 Rural 95.10 never smoked 23.00 0
## 803 Rural 112.64 formerly smoked 26.00 0
## 804 Rural 79.80 formerly smoked 25.00 0
## 805 Urban 82.20 Unknown 23.00 0
## 806 Urban 108.89 Unknown 27.00 0
## 807 Rural 114.32 never smoked 28.00 0
## 808 Rural 116.14 never smoked 28.00 0
## 809 Urban 122.74 Unknown 23.00 0
## 810 Urban 94.04 never smoked 26.00 0
## 811 Rural 86.60 never smoked 25.00 0
## 812 Rural 82.32 Unknown 24.00 0
## 813 Rural 83.83 never smoked 27.00 0
## 814 Urban 106.98 never smoked 23.00 0
## 815 Urban 93.88 Unknown 23.00 0
## 816 Urban 70.53 smokes 23.88 0
## 817 Rural 212.01 never smoked 23.00 0
## 818 Rural 65.88 Unknown 24.00 0
## 819 Rural 106.97 formerly smoked 23.00 0
## 820 Urban 126.35 never smoked 28.00 0
## 821 Urban 129.16 Unknown 25.00 0
## 822 Rural 88.66 formerly smoked 27.00 0
## 823 Rural 112.95 formerly smoked 23.00 0
## 824 Urban 81.59 never smoked 25.00 0
## 825 Rural 76.82 never smoked 24.00 0
## 826 Rural 73.75 smokes 28.00 0
## 827 Urban 91.56 never smoked 26.00 0
## 828 Rural 104.55 never smoked 25.00 0
## 829 Urban 84.84 Unknown 25.00 0
## 830 Rural 86.06 never smoked 26.00 0
## 831 Rural 109.10 Unknown 28.00 0
## 832 Rural 68.35 never smoked 25.00 0
## 833 Urban 121.04 Unknown 28.00 0
## 834 Rural 160.83 Unknown 26.00 0
## 835 Rural 85.62 smokes 23.00 0
## 836 Urban 74.23 formerly smoked 24.00 0
## 837 Urban 110.76 formerly smoked 28.00 0
## 838 Urban 79.44 never smoked 23.00 0
## 839 Rural 119.52 never smoked 27.00 0
## 840 Rural 90.42 never smoked 27.00 0
## 841 Urban 109.32 Unknown 26.00 0
## 842 Rural 78.16 never smoked 28.00 0
## 843 Rural 79.13 formerly smoked 25.00 0
## 844 Urban 84.06 never smoked 28.00 0
## 845 Rural 89.30 Unknown 24.00 0
## 846 Urban 69.21 never smoked 28.00 0
## 847 Rural 186.45 never smoked 23.00 0
## 848 Urban 58.47 never smoked 26.00 0
## 849 Rural 189.49 Unknown 25.00 0
## 850 Urban 99.60 formerly smoked 26.00 0
## 851 Rural 126.18 Unknown 27.00 0
## 852 Urban 186.32 smokes 26.00 0
## 853 Rural 62.49 never smoked 23.00 0
## 854 Rural 74.51 never smoked 25.00 0
## 855 Urban 94.63 never smoked 26.00 0
## 856 Rural 91.98 smokes 28.00 0
## 857 Rural 56.77 Unknown 25.00 0
## 858 Urban 75.87 never smoked 24.00 0
## 859 Rural 77.19 smokes 28.00 0
## 860 Urban 135.75 smokes 28.00 0
## 861 Rural 100.15 smokes 28.00 0
## 862 Urban 95.08 never smoked 28.00 0
## 863 Urban 125.38 smokes 25.00 0
## 864 Urban 111.71 formerly smoked 24.00 0
## 865 Rural 94.64 never smoked 23.00 0
## 866 Urban 226.70 smokes 24.00 0
## 867 Urban 112.96 never smoked 27.00 0
## 868 Rural 183.10 never smoked 23.00 0
## 869 Urban 105.36 Unknown 27.00 0
## 870 Urban 84.13 never smoked 24.00 0
## 871 Rural 102.47 formerly smoked 26.43 0
## 872 Rural 77.04 never smoked 28.00 0
## 873 Rural 83.23 never smoked 23.00 0
## 874 Rural 87.01 never smoked 25.00 0
## 875 Rural 56.99 never smoked 23.00 0
## 876 Rural 73.01 formerly smoked 28.00 0
## 877 Urban 106.35 never smoked 25.00 0
## 878 Rural 80.63 Unknown 28.00 0
## 879 Urban 103.61 never smoked 26.00 0
## 880 Urban 91.35 formerly smoked 22.86 0
## 881 Urban 194.04 never smoked 24.00 0
## 882 Rural 111.99 formerly smoked 24.00 0
## 883 Rural 57.51 smokes 26.00 0
## 884 Rural 68.49 never smoked 25.00 0
## 885 Urban 60.20 formerly smoked 27.00 0
## 886 Urban 160.00 formerly smoked 25.00 0
## 887 Urban 86.96 never smoked 25.00 0
## 888 Rural 237.15 never smoked 26.00 0
## 889 Rural 99.06 never smoked 23.00 0
## 890 Urban 56.31 formerly smoked 24.00 0
## 891 Urban 84.31 smokes 27.00 0
## 892 Rural 90.92 never smoked 25.00 0
## 893 Rural 104.33 never smoked 23.25 0
## 894 Urban 62.61 Unknown 26.00 0
## 895 Urban 231.19 formerly smoked 26.00 0
## 896 Rural 94.30 Unknown 25.00 0
## 897 Rural 104.48 smokes 25.00 0
## 898 Urban 72.62 never smoked 24.00 0
## 899 Urban 81.64 Unknown 28.00 0
## 900 Rural 90.78 never smoked 27.00 0
## 901 Urban 70.71 never smoked 28.00 0
## 902 Urban 72.36 smokes 25.00 0
## 903 Urban 59.76 Unknown 27.00 0
## 904 Urban 83.76 smokes 23.00 0
## 905 Rural 63.64 formerly smoked 25.00 0
## 906 Rural 76.26 never smoked 24.00 0
## 907 Rural 82.06 formerly smoked 28.00 0
## 908 Urban 110.91 never smoked 23.84 0
## 909 Rural 77.16 smokes 24.00 0
## 910 Rural 69.58 Unknown 27.00 0
## 911 Urban 96.26 Unknown 25.00 0
## 912 Rural 87.27 smokes 28.00 0
## 913 Urban 65.36 formerly smoked 26.00 0
## 914 Rural 109.51 Unknown 27.35 0
## 915 Urban 89.03 smokes 28.00 0
## 916 Urban 91.34 formerly smoked 23.00 0
## 917 Rural 57.82 formerly smoked 27.00 0
## 918 Urban 81.15 formerly smoked 23.00 0
## 919 Rural 115.29 Unknown 25.00 0
## 920 Urban 111.02 Unknown 24.00 0
## 921 Urban 111.61 smokes 25.00 0
## 922 Rural 109.02 Unknown 26.00 0
## 923 Urban 106.51 Unknown 25.00 0
## 924 Rural 207.32 smokes 23.00 0
## 925 Urban 87.11 never smoked 22.05 0
## 926 Urban 61.68 Unknown 28.00 0
## 927 Rural 119.04 Unknown 25.00 0
## 928 Urban 86.05 Unknown 26.00 0
## 929 Urban 70.03 smokes 27.00 0
## 930 Urban 207.64 formerly smoked 28.00 0
## 931 Rural 236.84 never smoked 23.00 0
## 932 Urban 78.11 never smoked 25.00 0
## 933 Rural 100.97 never smoked 24.00 0
## 934 Urban 99.21 never smoked 28.00 0
## 935 Urban 113.21 never smoked 26.00 0
## 936 Urban 92.95 never smoked 23.00 0
## 937 Urban 110.16 never smoked 24.00 0
## 938 Rural 142.57 Unknown 22.34 0
## 939 Rural 92.87 never smoked 23.00 0
## 940 Rural 111.48 Unknown 28.00 0
## 941 Urban 123.00 never smoked 27.00 0
## 942 Urban 100.54 never smoked 28.87 0
## 943 Urban 106.68 never smoked 24.00 0
## 944 Urban 86.40 never smoked 26.00 0
## 945 Urban 61.81 Unknown 28.00 0
## 946 Rural 128.28 never smoked 27.00 0
## 947 Rural 204.63 never smoked 25.00 0
## 948 Urban 89.98 smokes 25.00 0
## 949 Urban 232.89 smokes 27.00 0
## 950 Rural 98.58 never smoked 23.00 0
## 951 Urban 57.94 Unknown 24.00 0
## 952 Rural 123.21 Unknown 27.00 0
## 953 Urban 76.34 smokes 23.00 0
## 954 Rural 92.98 Unknown 28.00 0
## 955 Rural 92.81 never smoked 25.00 0
## 956 Urban 85.16 smokes 24.00 0
## 957 Urban 90.10 never smoked 26.00 0
## 958 Urban 65.15 Unknown 28.00 0
## 959 Urban 104.62 smokes 27.56 0
## 960 Urban 113.25 never smoked 25.00 0
## 961 Urban 59.28 never smoked 28.00 0
## 962 Urban 93.07 Unknown 23.00 0
## 963 Rural 77.42 Unknown 27.00 0
## 964 Rural 73.69 never smoked 26.00 0
## 965 Rural 74.90 never smoked 25.00 0
## 966 Urban 88.27 formerly smoked 27.00 0
## 967 Urban 58.39 never smoked 28.00 0
## 968 Rural 102.05 never smoked 24.00 0
## 969 Rural 112.47 smokes 31.82 0
## 970 Rural 72.84 never smoked 23.00 0
## 971 Urban 195.03 formerly smoked 24.00 0
## 972 Urban 170.95 never smoked 27.00 0
## 973 Urban 87.98 never smoked 23.00 0
## 974 Rural 65.81 Unknown 24.00 0
## 975 Urban 124.60 Unknown 25.00 0
## 976 Rural 83.65 smokes 24.00 0
## 977 Rural 88.81 formerly smoked 27.00 0
## 978 Urban 86.75 Unknown 23.00 0
## 979 Rural 123.36 never smoked 23.00 0
## 980 Rural 89.68 smokes 24.00 0
## 981 Rural 69.87 Unknown 23.00 0
## 982 Rural 109.22 never smoked 20.62 0
## 983 Rural 157.57 Unknown 26.00 0
## 984 Urban 110.73 smokes 24.00 0
## 985 Urban 99.14 never smoked 23.00 0
## 986 Urban 59.15 never smoked 27.00 0
## 987 Rural 165.11 Unknown 26.00 0
## 988 Rural 77.44 formerly smoked 28.00 0
## 989 Rural 100.33 Unknown 25.31 0
## 990 Urban 57.93 Unknown 24.00 0
## 991 Rural 148.24 formerly smoked 27.00 0
## 992 Urban 91.96 Unknown 24.00 0
## 993 Rural 72.93 formerly smoked 28.00 0
## 994 Rural 84.27 Unknown 23.00 0
## 995 Rural 124.45 never smoked 23.00 0
## 996 Urban 90.51 Unknown 28.00 0
## 997 Rural 118.87 Unknown 27.00 0
## 998 Rural 56.42 never smoked 27.00 0
## 999 Urban 73.67 Unknown 24.00 0
## 1000 Rural 89.11 Unknown 28.00 0
## 1001 Rural 74.04 never smoked 27.00 0
## 1002 Urban 145.23 never smoked 25.00 0
## 1003 Rural 100.80 never smoked 26.00 0
## 1004 Urban 85.22 never smoked 24.00 0
## 1005 Rural 72.49 formerly smoked 25.00 0
## 1006 Urban 82.61 smokes 23.00 0
## 1007 Rural 72.07 Unknown 25.00 0
## 1008 Rural 79.85 Unknown 26.00 0
## 1009 Rural 84.86 Unknown 27.00 0
## 1010 Urban 131.89 Unknown 24.00 0
## 1011 Urban 89.17 never smoked 24.00 0
## 1012 Rural 227.91 formerly smoked 26.00 0
## 1013 Urban 131.77 Unknown 25.00 0
## 1014 Urban 102.01 Unknown 23.00 0
## 1015 Urban 128.63 Unknown 28.00 0
## 1016 Urban 144.10 smokes 24.00 0
## 1017 Urban 143.15 formerly smoked 23.00 0
## 1018 Rural 116.67 never smoked 26.00 0
## 1019 Rural 85.60 Unknown 27.00 0
## 1020 Urban 142.12 never smoked 23.00 0
## 1021 Urban 100.81 Unknown 23.00 0
## 1022 Urban 69.17 never smoked 28.00 0
## 1023 Rural 58.38 never smoked 28.00 0
## 1024 Urban 86.34 never smoked 23.00 0
## 1025 Urban 95.44 never smoked 24.00 0
## 1026 Urban 94.78 Unknown 25.00 0
## 1027 Rural 109.59 formerly smoked 23.00 0
## 1028 Rural 79.26 smokes 28.00 0
## 1029 Urban 78.46 never smoked 26.00 0
## 1030 Rural 85.29 never smoked 23.00 0
## 1031 Rural 156.18 smokes 26.00 0
## 1032 Urban 69.52 never smoked 23.00 0
## 1033 Urban 65.32 Unknown 25.00 0
## 1034 Urban 108.47 smokes 26.00 0
## 1035 Urban 105.63 smokes 24.00 0
## 1036 Urban 77.93 formerly smoked 28.00 0
## 1037 Urban 95.20 never smoked 28.00 0
## 1038 Rural 78.52 never smoked 27.00 0
## 1039 Urban 114.89 never smoked 23.00 0
## 1040 Rural 95.43 Unknown 26.00 0
## 1041 Rural 84.08 Unknown 24.00 0
## 1042 Rural 110.55 smokes 23.00 0
## 1043 Urban 82.21 never smoked 23.00 0
## 1044 Urban 82.38 formerly smoked 25.00 0
## 1045 Urban 93.89 never smoked 27.00 0
## 1046 Rural 75.08 Unknown 26.00 0
## 1047 Urban 76.72 Unknown 24.00 0
## 1048 Rural 84.93 Unknown 24.00 0
## 1049 Urban 76.50 formerly smoked 26.00 0
## 1050 Urban 65.47 never smoked 26.00 0
## 1051 Urban 99.16 smokes 24.00 0
## 1052 Rural 63.53 never smoked 28.00 0
## 1053 Rural 78.65 formerly smoked 27.00 0
## 1054 Urban 63.78 never smoked 22.32 0
## 1055 Urban 77.52 formerly smoked 26.77 0
## 1056 Rural 111.64 never smoked 25.00 0
## 1057 Urban 97.84 Unknown 26.00 0
## 1058 Urban 113.01 never smoked 27.00 0
## 1059 Urban 56.48 never smoked 25.00 0
## 1060 Rural 204.50 formerly smoked 24.00 0
## 1061 Rural 96.02 never smoked 28.00 0
## 1062 Rural 206.25 formerly smoked 28.00 0
## 1063 Rural 115.52 Unknown 26.00 0
## 1064 Rural 60.69 smokes 23.00 0
## 1065 Urban 93.67 Unknown 25.00 0
## 1066 Urban 67.79 formerly smoked 23.00 0
## 1067 Rural 56.07 never smoked 23.00 0
## 1068 Rural 254.63 never smoked 25.00 0
## 1069 Rural 96.63 Unknown 23.00 0
## 1070 Rural 84.30 Unknown 25.00 0
## 1071 Rural 246.34 never smoked 27.00 0
## 1072 Rural 195.16 Unknown 24.27 0
## 1073 Rural 93.34 never smoked 23.55 0
## 1074 Urban 162.30 never smoked 28.00 0
## 1075 Urban 106.40 Unknown 24.57 0
## 1076 Urban 110.25 never smoked 28.00 0
## 1077 Rural 69.70 never smoked 26.00 0
## 1078 Urban 87.03 formerly smoked 26.00 0
## 1079 Urban 112.98 never smoked 27.00 0
## 1080 Rural 82.47 smokes 25.00 0
## 1081 Urban 75.88 never smoked 27.00 0
## 1082 Urban 84.63 Unknown 26.00 0
## 1083 Rural 109.56 never smoked 27.00 0
## 1084 Rural 89.45 formerly smoked 26.32 0
## 1085 Rural 91.65 never smoked 27.00 0
## 1086 Urban 121.14 never smoked 23.00 0
## 1087 Rural 87.77 Unknown 28.00 0
## 1088 Rural 106.56 never smoked 28.00 0
## 1089 Rural 93.88 formerly smoked 25.00 0
## 1090 Rural 153.76 Unknown 23.00 0
## 1091 Urban 88.65 never smoked 26.00 0
## 1092 Urban 111.22 Unknown 28.00 0
## 1093 Urban 223.68 formerly smoked 26.00 0
## 1094 Rural 55.86 Unknown 27.00 0
## 1095 Rural 63.73 smokes 24.00 0
## 1096 Rural 103.94 never smoked 25.00 0
## 1097 Rural 92.49 Unknown 28.00 0
## 1098 Urban 229.20 formerly smoked 27.00 0
## 1099 Rural 75.06 Unknown 27.00 0
## 1100 Urban 85.57 Unknown 28.00 0
## 1101 Urban 68.61 never smoked 26.00 0
## 1102 Urban 56.30 Unknown 25.00 0
## 1103 Rural 193.22 smokes 26.00 0
## 1104 Urban 65.98 Unknown 27.00 0
## 1105 Rural 204.57 Unknown 24.00 0
## 1106 Urban 64.99 never smoked 26.00 0
## 1107 Rural 66.12 never smoked 23.00 0
## 1108 Urban 73.40 never smoked 27.00 0
## 1109 Urban 82.83 Unknown 23.00 0
## 1110 Urban 93.55 never smoked 26.00 0
## 1111 Rural 90.40 formerly smoked 24.00 0
## 1112 Rural 98.10 never smoked 27.00 0
## 1113 Rural 142.02 Unknown 28.00 0
## 1114 Rural 251.46 smokes 26.00 0
## 1115 Rural 89.96 never smoked 29.38 0
## 1116 Urban 71.73 Unknown 23.00 0
## 1117 Urban 82.44 smokes 25.00 0
## 1118 Urban 80.85 formerly smoked 27.00 0
## 1119 Rural 220.52 smokes 25.00 0
## 1120 Urban 86.73 Unknown 24.00 0
## 1121 Urban 76.93 never smoked 28.00 0
## 1122 Urban 113.10 never smoked 23.00 0
## 1123 Rural 96.84 formerly smoked 23.00 0
## 1124 Urban 100.91 Unknown 26.00 0
## 1125 Urban 116.50 Unknown 27.00 0
## 1126 Rural 57.26 never smoked 26.00 0
## 1127 Urban 129.31 Unknown 28.00 0
## 1128 Rural 56.47 never smoked 23.00 0
## 1129 Urban 86.06 formerly smoked 27.00 0
## 1130 Rural 86.97 never smoked 25.00 0
## 1131 Urban 78.78 formerly smoked 24.00 0
## 1132 Rural 195.04 never smoked 26.00 0
## 1133 Rural 103.25 Unknown 25.00 0
## 1134 Rural 134.59 smokes 27.00 0
## 1135 Rural 93.74 Unknown 27.00 0
## 1136 Urban 90.66 Unknown 24.00 0
## 1137 Urban 91.68 Unknown 23.00 0
## 1138 Urban 75.79 Unknown 25.00 0
## 1139 Urban 91.68 formerly smoked 26.00 0
## 1140 Rural 106.68 never smoked 25.00 0
## 1141 Rural 82.31 never smoked 25.00 0
## 1142 Rural 90.06 Unknown 25.00 0
## 1143 Rural 65.47 smokes 24.00 0
## 1144 Rural 58.03 Unknown 23.14 0
## 1145 Rural 83.09 never smoked 25.00 0
## 1146 Urban 88.60 Unknown 26.00 0
## 1147 Urban 63.18 Unknown 27.00 0
## 1148 Rural 78.42 never smoked 24.00 0
## 1149 Urban 65.08 formerly smoked 26.00 0
## 1150 Urban 79.47 never smoked 26.00 0
## 1151 Rural 95.52 never smoked 28.00 0
## 1152 Urban 73.00 smokes 26.00 0
## 1153 Rural 138.07 never smoked 27.00 0
## 1154 Rural 86.99 never smoked 28.00 0
## 1155 Urban 112.07 never smoked 28.00 0
## 1156 Rural 105.76 Unknown 25.00 0
## 1157 Urban 55.67 smokes 24.00 0
## 1158 Urban 90.55 formerly smoked 28.00 0
## 1159 Rural 218.65 never smoked 26.00 0
## 1160 Rural 111.21 Unknown 28.00 0
## 1161 Urban 83.56 smokes 24.00 0
## 1162 Urban 116.76 formerly smoked 28.00 0
## 1163 Rural 83.50 Unknown 19.27 0
## 1164 Urban 69.30 never smoked 25.00 0
## 1165 Urban 67.55 formerly smoked 25.00 0
## 1166 Rural 80.28 never smoked 27.00 0
## 1167 Urban 211.49 Unknown 24.00 0
## 1168 Urban 67.96 Unknown 24.00 0
## 1169 Urban 99.29 never smoked 24.00 0
## 1170 Rural 140.52 never smoked 28.00 0
## 1171 Rural 75.62 smokes 28.00 0
## 1172 Rural 120.06 never smoked 25.00 0
## 1173 Rural 117.45 smokes 27.00 0
## 1174 Rural 224.71 never smoked 25.00 0
## 1175 Rural 122.75 Unknown 24.00 0
## 1176 Urban 82.39 never smoked 24.00 0
## 1177 Rural 57.02 formerly smoked 24.00 0
## 1178 Urban 115.98 never smoked 25.00 0
## 1179 Rural 226.11 formerly smoked 24.00 0
## 1180 Rural 97.59 smokes 25.00 0
## 1181 Rural 82.57 formerly smoked 24.00 0
## 1182 Urban 79.34 formerly smoked 24.00 0
## 1183 Rural 125.68 Unknown 26.00 0
## 1184 Rural 102.06 Unknown 24.00 0
## 1185 Urban 65.59 never smoked 27.00 0
## 1186 Urban 120.85 Unknown 24.00 0
## 1187 Urban 101.65 never smoked 23.00 0
## 1188 Urban 210.94 never smoked 27.00 0
## 1189 Rural 77.92 never smoked 26.00 0
## 1190 Rural 230.68 Unknown 28.00 0
## 1191 Urban 62.68 never smoked 25.00 0
## 1192 Urban 55.22 never smoked 25.00 0
## 1193 Rural 78.94 never smoked 24.00 0
## 1194 Rural 109.69 smokes 24.00 0
## 1195 Urban 79.63 Unknown 28.00 0
## 1196 Rural 79.33 never smoked 25.00 0
## 1197 Urban 79.91 never smoked 27.00 0
## 1198 Rural 84.46 Unknown 27.00 0
## 1199 Urban 68.40 formerly smoked 25.00 0
## 1200 Rural 78.43 smokes 25.00 0
## 1201 Urban 198.02 Unknown 23.00 0
## 1202 Urban 85.35 smokes 24.00 0
## 1203 Rural 204.17 formerly smoked 27.00 0
## 1204 Urban 82.71 formerly smoked 23.00 0
## 1205 Urban 121.19 never smoked 28.00 0
## 1206 Rural 106.02 smokes 27.00 0
## 1207 Urban 66.36 Unknown 27.00 0
## 1208 Urban 267.76 formerly smoked 27.00 0
## 1209 Rural 107.18 never smoked 24.00 0
## 1210 Rural 74.58 Unknown 25.00 0
## 1211 Urban 80.92 Unknown 28.00 0
## 1212 Rural 90.77 never smoked 24.00 0
## 1213 Rural 90.84 never smoked 26.00 0
## 1214 Rural 59.20 Unknown 27.00 0
## 1215 Rural 217.71 formerly smoked 26.00 0
## 1216 Urban 133.76 smokes 28.00 0
## 1217 Urban 61.36 formerly smoked 28.00 0
## 1218 Rural 118.62 Unknown 28.00 0
## 1219 Rural 77.91 Unknown 28.00 0
## 1220 Urban 68.98 formerly smoked 24.00 0
## 1221 Rural 112.08 never smoked 28.00 0
## 1222 Urban 96.20 never smoked 25.00 0
## 1223 Rural 93.11 Unknown 27.00 0
## 1224 Rural 115.54 Unknown 23.00 0
## 1225 Urban 88.57 smokes 27.00 0
## 1226 Urban 180.76 Unknown 28.00 0
## 1227 Urban 83.12 formerly smoked 26.00 0
## 1228 Urban 94.89 never smoked 23.00 0
## 1229 Rural 239.52 never smoked 27.00 0
## 1230 Rural 99.15 formerly smoked 28.00 0
## 1231 Urban 124.16 never smoked 25.00 0
## 1232 Rural 86.38 Unknown 28.00 0
## 1233 Rural 93.68 never smoked 27.00 0
## 1234 Rural 229.86 smokes 23.00 0
## 1235 Rural 78.73 never smoked 26.00 0
## 1236 Rural 115.92 formerly smoked 23.00 0
## 1237 Rural 93.71 formerly smoked 26.00 0
## 1238 Rural 76.66 never smoked 28.00 0
## 1239 Rural 112.38 Unknown 25.00 0
## 1240 Rural 89.30 smokes 25.00 0
## 1241 Rural 103.44 formerly smoked 25.00 0
## 1242 Rural 79.69 formerly smoked 26.00 0
## 1243 Rural 61.61 never smoked 25.00 0
## 1244 Rural 94.12 Unknown 25.00 0
## 1245 Urban 62.40 Unknown 24.75 0
## 1246 Urban 210.96 never smoked 23.00 0
## 1247 Urban 76.25 Unknown 28.00 0
## 1248 Urban 103.48 smokes 26.00 0
## 1249 Urban 96.42 Unknown 28.00 0
## 1250 Rural 78.59 Unknown 28.00 0
## 1251 Rural 195.25 never smoked 26.00 0
## 1252 Rural 103.76 Unknown 27.00 0
## 1253 Rural 68.52 Unknown 24.56 0
## 1254 Urban 92.17 Unknown 23.00 0
## 1255 Rural 81.02 never smoked 23.00 0
## 1256 Rural 94.33 never smoked 24.00 0
## 1257 Rural 78.43 never smoked 23.00 0
## 1258 Rural 217.39 Unknown 28.00 0
## 1259 Urban 82.77 Unknown 24.00 0
## 1260 Rural 88.13 never smoked 25.00 0
## 1261 Urban 102.77 smokes 28.00 0
## 1262 Rural 101.75 smokes 25.00 0
## 1263 Rural 113.34 formerly smoked 23.00 0
## 1264 Urban 63.33 smokes 26.00 0
## 1265 Urban 69.34 never smoked 25.00 0
## 1266 Rural 118.81 Unknown 26.00 0
## 1267 Urban 66.13 never smoked 26.00 0
## 1268 Urban 67.53 formerly smoked 25.00 0
## 1269 Urban 96.58 never smoked 24.00 0
## 1270 Urban 57.89 formerly smoked 25.00 0
## 1271 Rural 78.38 Unknown 28.00 0
## 1272 Urban 94.15 never smoked 24.00 0
## 1273 Urban 89.53 Unknown 24.00 0
## 1274 Urban 127.75 never smoked 23.00 0
## 1275 Rural 76.79 Unknown 27.00 0
## 1276 Rural 141.15 never smoked 26.74 0
## 1277 Urban 88.63 never smoked 23.00 0
## 1278 Urban 201.25 Unknown 27.00 0
## 1279 Urban 130.15 Unknown 23.00 0
## 1280 Urban 108.03 never smoked 24.00 0
## 1281 Rural 104.07 formerly smoked 23.00 0
## 1282 Urban 88.83 Unknown 27.00 0
## 1283 Rural 197.79 Unknown 28.00 0
## 1284 Urban 150.45 formerly smoked 24.00 0
## 1285 Rural 100.39 never smoked 26.00 0
## 1286 Rural 79.92 formerly smoked 27.00 0
## 1287 Urban 96.79 Unknown 24.00 0
## 1288 Rural 86.84 Unknown 24.00 0
## 1289 Rural 61.27 Unknown 27.00 0
## 1290 Rural 72.61 never smoked 27.00 0
## 1291 Rural 82.41 smokes 26.00 0
## 1292 Urban 74.72 never smoked 28.00 0
## 1293 Rural 57.37 Unknown 24.00 0
## 1294 Rural 73.72 smokes 25.00 0
## 1295 Urban 88.34 never smoked 24.00 0
## 1296 Rural 101.34 never smoked 28.00 0
## 1297 Rural 119.01 never smoked 26.00 0
## 1298 Rural 71.98 never smoked 26.00 0
## 1299 Urban 84.91 Unknown 26.00 0
## 1300 Rural 91.63 Unknown 26.00 0
## 1301 Urban 214.77 Unknown 27.00 0
## 1302 Rural 145.71 Unknown 23.00 0
## 1303 Rural 167.31 never smoked 23.00 0
## 1304 Urban 63.65 Unknown 27.00 0
## 1305 Rural 79.63 Unknown 27.00 0
## 1306 Rural 87.49 never smoked 23.00 0
## 1307 Rural 98.74 never smoked 25.00 0
## 1308 Rural 92.82 never smoked 28.00 0
## 1309 Urban 72.20 formerly smoked 24.00 0
## 1310 Rural 181.23 formerly smoked 26.00 0
## 1311 Urban 63.37 never smoked 27.00 0
## 1312 Urban 74.82 never smoked 23.00 0
## 1313 Rural 97.60 Unknown 24.00 0
## 1314 Rural 93.04 smokes 23.00 0
## 1315 Rural 97.12 never smoked 23.00 0
## 1316 Rural 82.81 never smoked 26.00 0
## 1317 Urban 134.45 never smoked 27.00 0
## 1318 Rural 98.67 Unknown 26.00 0
## 1319 Urban 85.82 never smoked 23.00 0
## 1320 Rural 189.45 never smoked 28.00 0
## 1321 Rural 144.16 smokes 28.00 0
## 1322 Rural 82.56 formerly smoked 28.00 0
## 1323 Urban 206.40 never smoked 26.00 0
## 1324 Urban 67.97 never smoked 27.00 0
## 1325 Urban 84.86 Unknown 22.05 0
## 1326 Urban 71.70 never smoked 23.00 0
## 1327 Urban 72.02 formerly smoked 25.00 0
## 1328 Urban 61.81 Unknown 26.00 0
## 1329 Urban 103.09 Unknown 24.00 0
## 1330 Urban 73.75 never smoked 25.00 0
## 1331 Rural 156.70 never smoked 26.00 0
## 1332 Urban 70.87 formerly smoked 25.00 0
## 1333 Rural 138.47 never smoked 27.00 0
## 1334 Rural 64.66 formerly smoked 23.00 0
## 1335 Rural 91.88 formerly smoked 26.00 0
## 1336 Rural 74.79 never smoked 27.00 0
## 1337 Rural 78.18 never smoked 28.00 0
## 1338 Rural 77.82 Unknown 28.00 0
## 1339 Rural 112.23 never smoked 28.00 0
## 1340 Urban 178.76 never smoked 23.00 0
## 1341 Rural 121.43 never smoked 23.00 0
## 1342 Rural 94.22 never smoked 22.49 0
## 1343 Rural 67.27 formerly smoked 25.00 0
## 1344 Rural 197.58 formerly smoked 24.00 0
## 1345 Rural 86.37 smokes 26.00 0
## 1346 Urban 112.09 smokes 26.00 0
## 1347 Urban 199.96 never smoked 27.00 0
## 1348 Urban 85.33 never smoked 23.00 0
## 1349 Rural 86.33 never smoked 27.00 0
## 1350 Urban 80.47 smokes 26.00 0
## 1351 Urban 62.46 formerly smoked 27.00 0
## 1352 Rural 78.85 never smoked 27.00 0
## 1353 Rural 72.09 smokes 23.56 0
## 1354 Rural 103.81 never smoked 27.00 0
## 1355 Urban 78.04 smokes 28.00 0
## 1356 Rural 94.67 Unknown 28.00 0
## 1357 Rural 62.25 never smoked 24.00 0
## 1358 Urban 155.17 never smoked 26.00 0
## 1359 Urban 83.28 Unknown 23.00 0
## 1360 Urban 132.41 Unknown 27.00 0
## 1361 Rural 62.78 Unknown 25.00 0
## 1362 Urban 89.96 Unknown 27.00 0
## 1363 Rural 103.25 formerly smoked 28.00 0
## 1364 Rural 126.99 formerly smoked 26.00 0
## 1365 Rural 102.27 never smoked 24.00 0
## 1366 Rural 113.63 Unknown 25.36 0
## 1367 Urban 86.09 Unknown 24.00 0
## 1368 Rural 108.08 formerly smoked 27.00 0
## 1369 Urban 108.34 never smoked 26.00 0
## 1370 Rural 56.07 never smoked 23.00 0
## 1371 Urban 82.91 Unknown 25.00 0
## 1372 Urban 94.75 Unknown 25.00 0
## 1373 Rural 101.79 Unknown 27.00 0
## 1374 Rural 88.41 formerly smoked 24.50 0
## 1375 Urban 101.05 Unknown 26.00 0
## 1376 Urban 85.07 never smoked 24.00 0
## 1377 Rural 108.10 never smoked 24.00 0
## 1378 Rural 93.17 smokes 25.00 0
## 1379 Urban 158.89 smokes 25.00 0
## 1380 Rural 205.77 never smoked 23.00 0
## 1381 Urban 112.34 Unknown 24.00 0
## 1382 Urban 119.03 never smoked 24.00 0
## 1383 Urban 237.21 smokes 25.00 0
## 1384 Urban 89.68 never smoked 28.00 0
## 1385 Rural 246.53 formerly smoked 27.00 0
## 1386 Urban 89.05 formerly smoked 26.00 0
## 1387 Rural 81.74 Unknown 24.00 0
## 1388 Rural 98.12 never smoked 24.00 0
## 1389 Rural 105.59 smokes 28.00 0
## 1390 Rural 86.00 formerly smoked 23.00 0
## 1391 Urban 65.51 Unknown 27.00 0
## 1392 Urban 61.78 Unknown 24.00 0
## 1393 Rural 109.56 Unknown 26.00 0
## 1394 Urban 65.82 never smoked 25.00 0
## 1395 Urban 90.16 smokes 23.00 0
## 1396 Urban 64.45 never smoked 25.00 0
## 1397 Urban 91.85 never smoked 23.00 0
## 1398 Rural 97.89 formerly smoked 28.00 0
## 1399 Rural 206.33 never smoked 27.00 0
## 1400 Rural 74.29 never smoked 26.00 0
## 1401 Rural 107.40 smokes 27.00 0
## 1402 Urban 87.72 Unknown 28.00 0
## 1403 Rural 85.99 Unknown 24.00 0
## 1404 Urban 100.84 never smoked 26.00 0
## 1405 Urban 124.61 Unknown 28.00 0
## 1406 Urban 86.55 Unknown 23.00 0
## 1407 Rural 90.42 Unknown 24.00 0
## 1408 Rural 100.85 smokes 23.00 0
## 1409 Urban 87.74 Unknown 27.00 0
## 1410 Rural 80.15 formerly smoked 24.00 0
## 1411 Urban 107.29 never smoked 27.00 0
## 1412 Urban 206.98 smokes 23.00 0
## 1413 Rural 227.28 never smoked 27.00 0
## 1414 Rural 80.43 Unknown 25.00 0
## 1415 Urban 228.70 Unknown 25.00 0
## 1416 Urban 120.07 smokes 26.00 0
## 1417 Rural 93.47 never smoked 26.00 0
## 1418 Urban 80.77 never smoked 23.00 0
## 1419 Rural 150.27 smokes 27.00 0
## 1420 Urban 81.94 smokes 25.00 0
## 1421 Urban 70.75 Unknown 28.00 0
## 1422 Urban 83.83 Unknown 25.00 0
## 1423 Urban 73.66 never smoked 28.00 0
## 1424 Urban 102.37 never smoked 25.00 0
## 1425 Rural 77.83 Unknown 27.00 0
## 1426 Urban 70.01 Unknown 23.00 0
## 1427 Rural 119.88 Unknown 24.00 0
## 1428 Rural 78.29 smokes 24.00 0
## 1429 Rural 169.97 never smoked 23.00 0
## 1430 Rural 123.79 Unknown 25.00 0
## 1431 Urban 80.98 Unknown 23.00 0
## 1432 Rural 84.21 never smoked 28.00 0
## 1433 Urban 101.31 Unknown 24.00 0
## 1434 Urban 86.26 formerly smoked 28.00 0
## 1435 Urban 92.86 formerly smoked 23.00 0
## 1436 Urban 140.28 formerly smoked 26.00 0
## 1437 Rural 244.28 formerly smoked 28.00 0
## 1438 Urban 124.16 never smoked 26.00 0
## 1439 Rural 93.55 never smoked 26.00 0
## 1440 Urban 99.34 never smoked 23.00 0
## 1441 Urban 59.87 smokes 25.00 0
## 1442 Rural 72.76 formerly smoked 24.00 0
## 1443 Rural 68.34 Unknown 23.00 0
## 1444 Urban 61.10 smokes 26.00 0
## 1445 Rural 120.77 never smoked 23.00 0
## 1446 Rural 60.39 Unknown 26.00 0
## 1447 Urban 126.34 never smoked 27.00 0
## 1448 Rural 93.24 never smoked 26.00 0
## 1449 Rural 154.75 never smoked 24.00 0
## 1450 Rural 62.81 never smoked 25.00 0
## 1451 Rural 65.96 Unknown 24.00 0
## 1452 Rural 79.53 never smoked 23.00 0
## 1453 Rural 96.85 never smoked 26.00 0
## 1454 Urban 251.99 never smoked 23.00 0
## 1455 Rural 115.13 smokes 28.00 0
## 1456 Urban 102.30 Unknown 25.00 0
## 1457 Urban 78.99 never smoked 24.00 0
## 1458 Rural 191.79 smokes 26.00 0
## 1459 Rural 68.80 never smoked 28.00 0
## 1460 Rural 83.84 formerly smoked 24.00 0
## 1461 Urban 94.66 formerly smoked 23.00 0
## 1462 Rural 107.98 never smoked 27.00 0
## 1463 Rural 61.01 Unknown 26.00 0
## 1464 Urban 135.64 never smoked 24.00 0
## 1465 Urban 92.65 never smoked 28.00 0
## 1466 Rural 121.11 Unknown 28.00 0
## 1467 Rural 163.56 formerly smoked 25.00 0
## 1468 Urban 107.69 Unknown 28.00 0
## 1469 Rural 216.88 smokes 28.00 0
## 1470 Rural 70.15 Unknown 28.00 0
## 1471 Urban 83.02 Unknown 26.00 0
## 1472 Urban 87.94 Unknown 24.00 0
## 1473 Urban 222.29 never smoked 27.00 0
## 1474 Urban 139.43 formerly smoked 26.00 0
## 1475 Urban 213.11 never smoked 25.00 0
## 1476 Rural 77.23 smokes 28.00 0
## 1477 Urban 58.48 never smoked 26.00 0
## 1478 Rural 87.33 never smoked 27.00 0
## 1479 Rural 102.34 never smoked 23.00 0
## 1480 Rural 151.30 never smoked 25.00 0
## 1481 Urban 144.23 formerly smoked 26.00 0
## 1482 Rural 110.60 formerly smoked 23.00 0
## 1483 Urban 80.28 never smoked 26.00 0
## 1484 Rural 111.02 Unknown 23.00 0
## 1485 Rural 114.88 Unknown 25.00 0
## 1486 Urban 227.51 formerly smoked 23.00 0
## 1487 Urban 111.65 Unknown 25.00 0
## 1488 Urban 201.01 never smoked 27.00 0
## 1489 Urban 129.01 Unknown 25.00 0
## 1490 Rural 124.08 Unknown 23.00 0
## 1491 Rural 107.91 Unknown 23.00 0
## 1492 Rural 95.40 never smoked 27.00 0
## 1493 Rural 65.90 never smoked 23.00 0
## 1494 Urban 78.98 Unknown 25.00 0
## 1495 Rural 111.33 formerly smoked 27.00 0
## 1496 Rural 104.36 never smoked 28.00 0
## 1497 Urban 123.87 Unknown 26.00 0
## 1498 Rural 210.00 formerly smoked 25.00 0
## 1499 Rural 86.86 Unknown 26.00 0
## 1500 Rural 113.96 Unknown 28.00 0
## 1501 Rural 81.28 smokes 27.00 0
## 1502 Rural 102.50 never smoked 27.00 0
## 1503 Rural 78.05 never smoked 25.00 0
## 1504 Urban 237.58 formerly smoked 26.00 0
## 1505 Urban 86.07 Unknown 21.43 0
## 1506 Rural 59.05 formerly smoked 25.00 0
## 1507 Rural 95.88 Unknown 24.00 0
## 1508 Rural 70.18 Unknown 23.00 0
## 1509 Rural 111.13 formerly smoked 26.00 0
## 1510 Urban 79.30 Unknown 24.00 0
## 1511 Urban 65.84 smokes 28.00 0
## 1512 Rural 123.49 smokes 26.00 0
## 1513 Rural 207.45 smokes 26.00 0
## 1514 Rural 143.45 smokes 24.00 0
## 1515 Rural 89.11 never smoked 27.00 0
## 1516 Rural 58.30 never smoked 23.00 0
## 1517 Urban 78.68 never smoked 25.00 0
## 1518 Urban 98.91 never smoked 28.00 0
## 1519 Rural 67.92 smokes 27.00 0
## 1520 Rural 73.00 never smoked 25.00 0
## 1521 Rural 97.50 formerly smoked 28.00 0
## 1522 Urban 108.43 smokes 24.00 0
## 1523 Urban 90.43 formerly smoked 28.00 0
## 1524 Urban 76.30 never smoked 25.00 0
## 1525 Rural 121.27 smokes 23.00 0
## 1526 Urban 119.67 Unknown 28.00 0
## 1527 Urban 226.93 smokes 26.72 0
## 1528 Rural 76.11 Unknown 28.00 0
## 1529 Urban 93.23 smokes 24.00 0
## 1530 Urban 253.16 Unknown 26.00 0
## 1531 Urban 101.02 smokes 24.00 0
## 1532 Rural 238.53 never smoked 23.00 0
## 1533 Rural 79.18 formerly smoked 23.00 0
## 1534 Urban 207.79 never smoked 24.00 0
## 1535 Rural 196.20 never smoked 28.00 0
## 1536 Urban 231.76 never smoked 23.00 0
## 1537 Rural 93.30 Unknown 24.00 0
## 1538 Urban 110.47 smokes 23.00 0
## 1539 Rural 77.52 never smoked 24.00 0
## 1540 Urban 91.23 smokes 28.00 0
## 1541 Rural 216.92 Unknown 28.00 0
## 1542 Urban 157.01 smokes 27.00 0
## 1543 Urban 93.51 never smoked 26.00 0
## 1544 Rural 102.54 never smoked 27.00 0
## 1545 Rural 87.78 formerly smoked 27.00 0
## 1546 Urban 126.67 smokes 28.00 0
## 1547 Rural 93.60 never smoked 23.00 0
## 1548 Rural 194.98 Unknown 28.00 0
## 1549 Rural 99.96 Unknown 28.00 0
## 1550 Urban 58.87 never smoked 27.00 0
## 1551 Urban 77.67 Unknown 27.00 0
## 1552 Urban 83.14 never smoked 31.37 0
## 1553 Urban 69.18 smokes 24.00 0
## 1554 Rural 218.54 smokes 25.00 0
## 1555 Urban 71.22 never smoked 25.00 0
## 1556 Urban 82.41 Unknown 27.00 0
## 1557 Rural 82.07 never smoked 23.00 0
## 1558 Urban 73.00 never smoked 26.00 0
## 1559 Rural 127.25 Unknown 24.00 0
## 1560 Rural 72.63 Unknown 24.00 0
## 1561 Rural 108.20 never smoked 25.00 0
## 1562 Urban 123.95 formerly smoked 26.00 0
## 1563 Urban 58.71 never smoked 26.00 0
## 1564 Rural 98.46 never smoked 23.00 0
## 1565 Rural 68.78 formerly smoked 23.00 0
## 1566 Rural 133.63 Unknown 28.00 0
## 1567 Rural 101.43 Unknown 26.00 0
## 1568 Rural 65.30 smokes 23.00 0
## 1569 Urban 72.49 smokes 27.00 0
## 1570 Urban 65.49 Unknown 23.00 0
## 1571 Urban 63.40 smokes 24.00 0
## 1572 Rural 105.29 formerly smoked 23.00 0
## 1573 Urban 64.08 Unknown 23.00 0
## 1574 Urban 78.34 never smoked 28.00 0
## 1575 Rural 66.32 formerly smoked 28.00 0
## 1576 Rural 168.15 never smoked 28.00 0
## 1577 Rural 93.48 formerly smoked 24.72 0
## 1578 Urban 79.20 never smoked 27.00 0
## 1579 Rural 107.45 formerly smoked 25.00 0
## 1580 Rural 83.86 never smoked 23.00 0
## 1581 Rural 119.96 never smoked 28.00 0
## 1582 Rural 70.58 never smoked 26.00 0
## 1583 Rural 87.70 never smoked 23.00 0
## 1584 Urban 65.29 never smoked 28.00 0
## 1585 Urban 97.14 never smoked 26.00 0
## 1586 Urban 110.68 formerly smoked 24.00 0
## 1587 Urban 91.93 smokes 26.00 0
## 1588 Urban 88.54 Unknown 25.00 0
## 1589 Urban 183.00 Unknown 28.00 0
## 1590 Rural 115.93 never smoked 28.00 0
## 1591 Urban 99.13 Unknown 27.00 0
## 1592 Rural 69.24 never smoked 26.00 0
## 1593 Rural 102.28 never smoked 28.09 0
## 1594 Urban 71.31 never smoked 26.00 0
## 1595 Rural 89.75 never smoked 27.00 0
## 1596 Urban 87.66 never smoked 24.00 0
## 1597 Rural 237.17 Unknown 24.00 0
## 1598 Urban 81.11 Unknown 28.00 0
## 1599 Urban 178.33 never smoked 27.00 0
## 1600 Rural 81.38 Unknown 26.00 0
## 1601 Urban 109.56 Unknown 26.00 0
## 1602 Rural 70.45 smokes 25.00 0
## 1603 Rural 73.44 Unknown 27.00 0
## 1604 Urban 146.44 formerly smoked 26.00 0
## 1605 Urban 65.04 never smoked 23.00 0
## 1606 Rural 151.25 Unknown 27.00 0
## 1607 Rural 106.41 smokes 27.00 0
## 1608 Urban 197.09 Unknown 23.00 0
## 1609 Urban 93.58 smokes 28.00 0
## 1610 Rural 122.04 Unknown 26.00 0
## 1611 Rural 80.06 Unknown 27.00 0
## 1612 Urban 84.93 Unknown 27.00 0
## 1613 Urban 68.40 never smoked 26.00 0
## 1614 Urban 62.99 formerly smoked 26.00 0
## 1615 Urban 139.67 Unknown 27.00 0
## 1616 Urban 113.40 smokes 28.00 0
## 1617 Urban 101.92 Unknown 27.00 0
## 1618 Urban 65.98 formerly smoked 28.90 0
## 1619 Urban 84.30 Unknown 26.00 0
## 1620 Urban 61.42 Unknown 24.00 0
## 1621 Rural 85.52 never smoked 23.00 0
## 1622 Urban 83.79 Unknown 27.00 0
## 1623 Urban 73.83 Unknown 23.00 0
## 1624 Rural 69.38 never smoked 23.00 0
## 1625 Urban 66.11 never smoked 26.00 0
## 1626 Urban 149.62 formerly smoked 27.00 0
## 1627 Urban 242.84 smokes 23.00 0
## 1628 Urban 202.66 smokes 26.00 0
## 1629 Rural 216.90 formerly smoked 28.00 0
## 1630 Urban 103.78 Unknown 28.00 0
## 1631 Rural 114.88 formerly smoked 26.00 0
## 1632 Urban 75.94 never smoked 26.00 0
## 1633 Rural 55.51 Unknown 27.00 0
## 1634 Rural 93.74 Unknown 24.00 0
## 1635 Urban 71.44 smokes 28.00 0
## 1636 Urban 58.29 formerly smoked 25.00 0
## 1637 Urban 115.83 never smoked 27.00 0
## 1638 Urban 102.71 formerly smoked 25.00 0
## 1639 Urban 99.69 smokes 24.00 0
## 1640 Rural 102.89 formerly smoked 28.00 0
## 1641 Urban 79.05 Unknown 25.00 0
## 1642 Rural 56.63 never smoked 24.00 0
## 1643 Rural 87.34 formerly smoked 19.78 0
## 1644 Rural 109.51 never smoked 28.00 0
## 1645 Urban 81.43 formerly smoked 26.00 0
## 1646 Urban 78.59 never smoked 27.00 0
## 1647 Urban 101.22 formerly smoked 25.00 0
## 1648 Urban 78.26 Unknown 25.00 0
## 1649 Rural 105.47 never smoked 25.00 0
## 1650 Urban 68.19 never smoked 27.00 0
## 1651 Urban 210.00 never smoked 27.00 0
## 1652 Rural 114.47 smokes 26.00 0
## 1653 Urban 66.85 Unknown 24.00 0
## 1654 Rural 94.71 smokes 28.00 0
## 1655 Urban 208.05 smokes 26.00 0
## 1656 Rural 222.60 smokes 23.00 0
## 1657 Urban 80.81 formerly smoked 23.00 0
## 1658 Rural 64.51 never smoked 27.00 0
## 1659 Urban 151.56 Unknown 27.00 0
## 1660 Urban 199.14 never smoked 28.00 0
## 1661 Rural 73.41 smokes 26.00 0
## 1662 Urban 109.65 formerly smoked 27.00 0
## 1663 Rural 69.11 never smoked 23.00 0
## 1664 Urban 114.41 never smoked 26.00 0
## 1665 Urban 103.46 never smoked 24.00 0
## 1666 Rural 95.36 never smoked 27.00 0
## 1667 Urban 57.33 Unknown 28.00 0
## 1668 Rural 191.48 smokes 30.98 0
## 1669 Rural 71.63 Unknown 23.00 0
## 1670 Urban 94.00 Unknown 23.00 0
## 1671 Rural 93.77 Unknown 26.00 0
## 1672 Urban 84.75 Unknown 26.00 0
## 1673 Rural 89.24 formerly smoked 27.00 0
## 1674 Urban 70.13 never smoked 27.00 0
## 1675 Urban 82.26 formerly smoked 25.00 0
## 1676 Urban 200.16 never smoked 25.00 0
## 1677 Urban 80.73 smokes 24.00 0
## 1678 Urban 75.09 formerly smoked 23.00 0
## 1679 Urban 80.57 never smoked 23.00 0
## 1680 Rural 77.04 formerly smoked 24.00 0
## 1681 Urban 145.26 Unknown 24.00 0
## 1682 Urban 190.40 formerly smoked 25.00 0
## 1683 Urban 82.08 formerly smoked 25.00 0
## 1684 Rural 103.35 formerly smoked 26.00 0
## 1685 Urban 97.46 Unknown 28.00 0
## 1686 Urban 123.65 smokes 25.00 0
## 1687 Urban 87.96 formerly smoked 23.00 0
## 1688 Urban 85.92 smokes 24.00 0
## 1689 Urban 80.80 never smoked 28.00 0
## 1690 Rural 99.30 never smoked 27.00 0
## 1691 Rural 62.56 never smoked 26.00 0
## 1692 Urban 144.20 smokes 23.00 0
## 1693 Urban 71.38 never smoked 24.00 0
## 1694 Urban 95.50 Unknown 28.00 0
## 1695 Urban 67.06 never smoked 25.00 0
## 1696 Rural 70.16 formerly smoked 23.00 0
## 1697 Urban 104.24 Unknown 24.00 0
## 1698 Rural 122.48 smokes 26.00 0
## 1699 Urban 215.90 smokes 27.00 0
## 1700 Rural 108.56 formerly smoked 28.00 0
## 1701 Urban 69.88 Unknown 23.00 0
## 1702 Rural 91.54 Unknown 20.89 0
## 1703 Rural 65.85 Unknown 23.00 0
## 1704 Rural 60.74 never smoked 26.00 0
## 1705 Rural 233.52 never smoked 26.00 0
## 1706 Urban 110.70 never smoked 27.00 0
## 1707 Rural 78.93 formerly smoked 24.00 0
## 1708 Urban 124.50 Unknown 25.00 0
## 1709 Urban 57.95 Unknown 23.00 0
## 1710 Rural 92.82 Unknown 24.00 0
## 1711 Rural 58.25 smokes 24.00 0
## 1712 Rural 213.54 never smoked 27.00 0
## 1713 Urban 74.86 never smoked 27.00 0
## 1714 Urban 78.35 Unknown 25.00 0
## 1715 Urban 101.26 Unknown 24.00 0
## 1716 Urban 86.87 Unknown 27.00 0
## 1717 Rural 124.01 Unknown 24.00 0
## 1718 Urban 83.41 never smoked 27.00 0
## 1719 Urban 188.69 formerly smoked 28.00 0
## 1720 Rural 86.51 formerly smoked 25.00 0
## 1721 Rural 70.65 Unknown 25.00 0
## 1722 Rural 92.40 Unknown 26.00 0
## 1723 Urban 73.36 never smoked 26.00 0
## 1724 Urban 219.50 formerly smoked 23.00 0
## 1725 Rural 105.73 never smoked 23.00 0
## 1726 Rural 83.79 smokes 26.00 0
## 1727 Urban 58.02 Unknown 24.00 0
## 1728 Rural 61.94 formerly smoked 25.00 0
## 1729 Rural 99.71 Unknown 26.00 0
## 1730 Rural 63.19 never smoked 28.00 0
## 1731 Rural 107.11 smokes 27.00 0
## 1732 Urban 56.84 smokes 24.00 0
## 1733 Rural 217.66 formerly smoked 27.00 0
## 1734 Rural 77.19 smokes 27.00 0
## 1735 Rural 76.22 formerly smoked 23.00 0
## 1736 Rural 155.32 formerly smoked 24.00 0
## 1737 Urban 70.67 smokes 23.48 0
## 1738 Urban 227.16 never smoked 28.00 0
## 1739 Rural 58.69 formerly smoked 24.00 0
## 1740 Urban 88.85 Unknown 28.00 0
## 1741 Urban 137.94 never smoked 23.00 0
## 1742 Urban 60.60 never smoked 27.00 0
## 1743 Rural 93.67 never smoked 25.00 0
## 1744 Urban 79.56 never smoked 24.00 0
## 1745 Rural 122.46 never smoked 28.00 0
## 1746 Urban 92.32 never smoked 24.00 0
## 1747 Rural 80.63 smokes 28.00 0
## 1748 Urban 92.32 smokes 28.00 0
## 1749 Urban 59.89 never smoked 28.00 0
## 1750 Urban 80.57 smokes 24.00 0
## 1751 Urban 88.52 formerly smoked 26.00 0
## 1752 Urban 88.82 formerly smoked 25.00 0
## 1753 Rural 102.08 smokes 24.00 0
## 1754 Urban 71.38 formerly smoked 24.00 0
## 1755 Rural 84.90 never smoked 23.00 0
## 1756 Urban 82.21 Unknown 26.00 0
## 1757 Rural 209.90 smokes 28.00 0
## 1758 Urban 74.05 Unknown 27.00 0
## 1759 Urban 90.46 Unknown 24.00 0
## 1760 Rural 176.48 formerly smoked 28.00 0
## 1761 Urban 94.07 never smoked 28.00 0
## 1762 Urban 85.12 formerly smoked 28.00 0
## 1763 Urban 71.81 Unknown 23.00 0
## 1764 Rural 111.93 never smoked 26.00 0
## 1765 Urban 94.40 Unknown 26.00 0
## 1766 Urban 70.00 Unknown 25.00 0
## 1767 Rural 95.57 smokes 24.00 0
## 1768 Urban 91.98 Unknown 28.00 0
## 1769 Urban 66.29 smokes 26.00 0
## 1770 Rural 211.88 never smoked 23.00 0
## 1771 Rural 76.55 smokes 27.00 0
## 1772 Urban 56.67 never smoked 23.00 0
## 1773 Rural 100.52 Unknown 26.00 0
## 1774 Rural 58.96 Unknown 25.00 0
## 1775 Rural 81.66 formerly smoked 26.00 0
## 1776 Rural 96.77 never smoked 23.00 0
## 1777 Rural 91.63 smokes 23.00 0
## 1778 Urban 97.51 Unknown 24.00 0
## 1779 Rural 225.60 never smoked 26.00 0
## 1780 Rural 95.58 smokes 25.00 0
## 1781 Rural 210.23 never smoked 23.00 0
## 1782 Urban 92.82 never smoked 24.00 0
## 1783 Rural 234.82 never smoked 27.00 0
## 1784 Rural 65.67 Unknown 26.00 0
## 1785 Urban 74.51 Unknown 23.00 0
## 1786 Rural 81.99 formerly smoked 28.00 0
## 1787 Urban 87.69 formerly smoked 27.00 0
## 1788 Rural 125.29 never smoked 28.00 0
## 1789 Rural 111.64 Unknown 23.00 0
## 1790 Urban 70.93 never smoked 28.00 0
## 1791 Urban 89.93 never smoked 28.00 0
## 1792 Rural 137.45 Unknown 24.00 0
## 1793 Rural 72.06 formerly smoked 24.00 0
## 1794 Rural 97.90 formerly smoked 28.00 0
## 1795 Urban 84.85 Unknown 27.00 0
## 1796 Rural 230.59 formerly smoked 28.00 0
## 1797 Rural 92.81 Unknown 23.00 0
## 1798 Urban 168.15 never smoked 25.00 0
## 1799 Urban 224.63 never smoked 26.00 0
## 1800 Urban 108.12 Unknown 24.00 0
## 1801 Rural 85.17 smokes 24.00 0
## 1802 Urban 84.14 never smoked 28.23 0
## 1803 Rural 85.57 formerly smoked 25.00 0
## 1804 Urban 82.81 never smoked 24.00 0
## 1805 Urban 110.53 never smoked 27.00 0
## 1806 Rural 61.88 Unknown 24.00 0
## 1807 Urban 85.04 never smoked 27.00 0
## 1808 Urban 140.40 smokes 25.00 0
## 1809 Urban 62.27 Unknown 24.00 0
## 1810 Rural 99.44 never smoked 23.00 0
## 1811 Rural 88.90 Unknown 23.00 0
## 1812 Urban 64.10 Unknown 23.00 0
## 1813 Urban 97.58 Unknown 28.00 0
## 1814 Rural 58.66 never smoked 24.00 0
## 1815 Urban 88.24 Unknown 28.90 0
## 1816 Urban 61.32 smokes 23.00 0
## 1817 Urban 185.71 Unknown 26.00 0
## 1818 Rural 62.99 formerly smoked 24.00 0
## 1819 Urban 86.04 smokes 26.00 0
## 1820 Rural 83.30 formerly smoked 23.00 0
## 1821 Urban 208.17 never smoked 26.00 0
## 1822 Rural 133.20 Unknown 26.00 0
## 1823 Rural 81.54 Unknown 27.00 0
## 1824 Rural 146.61 never smoked 26.00 0
## 1825 Urban 79.33 Unknown 28.00 0
## 1826 Rural 84.56 never smoked 27.00 0
## 1827 Rural 103.44 never smoked 27.00 0
## 1828 Urban 185.31 never smoked 23.00 0
## 1829 Urban 102.53 formerly smoked 25.00 0
## 1830 Urban 65.78 Unknown 23.00 0
## 1831 Rural 62.60 never smoked 25.00 0
## 1832 Rural 81.18 Unknown 24.00 0
## 1833 Rural 76.68 smokes 27.00 0
## 1834 Urban 92.86 formerly smoked 27.00 0
## 1835 Urban 90.95 smokes 27.00 0
## 1836 Urban 85.66 never smoked 21.47 0
## 1837 Urban 88.20 smokes 25.00 0
## 1838 Urban 203.04 smokes 23.00 0
## 1839 Rural 68.37 smokes 28.00 0
## 1840 Urban 77.32 Unknown 26.00 0
## 1841 Rural 187.87 never smoked 25.00 0
## 1842 Rural 213.87 never smoked 27.00 0
## 1843 Rural 119.62 Unknown 28.00 0
## 1844 Urban 222.85 formerly smoked 26.00 0
## 1845 Rural 100.82 Unknown 28.00 0
## 1846 Rural 136.10 Unknown 25.00 0
## 1847 Rural 149.42 Unknown 23.00 0
## 1848 Rural 79.99 never smoked 23.00 0
## 1849 Rural 118.21 Unknown 24.00 0
## 1850 Rural 56.30 Unknown 29.82 0
## 1851 Rural 84.49 never smoked 26.00 0
## 1852 Rural 89.61 never smoked 27.00 0
## 1853 Rural 100.09 Unknown 23.00 0
## 1854 Urban 198.36 smokes 23.00 0
## 1855 Rural 93.61 never smoked 23.00 0
## 1856 Rural 75.43 smokes 24.00 0
## 1857 Urban 100.31 smokes 25.00 0
## 1858 Rural 105.63 never smoked 24.00 0
## 1859 Rural 82.84 never smoked 26.00 0
## 1860 Urban 58.88 Unknown 27.00 0
## 1861 Urban 92.27 formerly smoked 26.00 0
## 1862 Urban 115.23 never smoked 24.00 0
## 1863 Urban 196.25 smokes 25.00 0
## 1864 Rural 85.97 Unknown 23.00 0
## 1865 Urban 114.33 smokes 27.00 0
## 1866 Rural 72.52 never smoked 26.00 0
## 1867 Rural 99.87 formerly smoked 23.00 0
## 1868 Rural 63.47 Unknown 25.00 0
## 1869 Urban 90.58 Unknown 25.00 0
## 1870 Rural 92.26 Unknown 26.00 0
## 1871 Urban 113.74 smokes 28.00 0
## 1872 Urban 72.79 smokes 23.00 0
## 1873 Rural 94.71 smokes 23.00 0
## 1874 Rural 194.53 never smoked 27.00 0
## 1875 Urban 72.65 Unknown 24.00 0
## 1876 Urban 86.68 formerly smoked 23.00 0
## 1877 Rural 140.39 never smoked 23.00 0
## 1878 Rural 77.87 Unknown 28.00 0
## 1879 Rural 104.70 formerly smoked 24.00 0
## 1880 Urban 95.82 never smoked 27.00 0
## 1881 Urban 204.05 never smoked 23.00 0
## 1882 Urban 130.56 Unknown 25.00 0
## 1883 Urban 67.78 smokes 25.00 0
## 1884 Urban 105.29 formerly smoked 28.00 0
## 1885 Urban 135.19 smokes 26.00 0
## 1886 Urban 116.12 smokes 24.00 0
## 1887 Rural 59.63 never smoked 25.00 0
## 1888 Rural 56.43 formerly smoked 28.00 0
## 1889 Rural 199.18 never smoked 24.00 0
## 1890 Rural 209.26 formerly smoked 25.00 0
## 1891 Urban 91.21 never smoked 25.00 0
## 1892 Urban 95.16 formerly smoked 26.00 0
## 1893 Urban 217.11 never smoked 23.00 0
## 1894 Urban 222.46 never smoked 25.00 0
## 1895 Rural 70.96 Unknown 23.00 0
## 1896 Rural 82.44 never smoked 28.00 0
## 1897 Rural 74.11 smokes 25.00 0
## 1898 Urban 131.23 Unknown 23.00 0
## 1899 Urban 187.52 never smoked 27.00 0
## 1900 Rural 83.26 never smoked 27.00 0
## 1901 Rural 99.07 Unknown 23.00 0
## 1902 Urban 76.63 never smoked 23.00 0
## 1903 Rural 65.09 never smoked 23.00 0
## 1904 Urban 142.31 smokes 24.00 0
## 1905 Urban 80.99 Unknown 27.00 0
## 1906 Rural 237.74 never smoked 26.00 0
## 1907 Urban 74.26 formerly smoked 28.00 0
## 1908 Rural 154.08 formerly smoked 28.00 0
## 1909 Rural 78.29 never smoked 25.00 0
## 1910 Urban 164.67 Unknown 26.00 0
## 1911 Rural 59.61 Unknown 24.00 0
## 1912 Urban 67.75 formerly smoked 24.00 0
## 1913 Urban 92.73 never smoked 27.00 0
## 1914 Urban 90.35 never smoked 26.00 0
## 1915 Rural 77.86 never smoked 23.00 0
## 1916 Rural 71.88 never smoked 24.00 0
## 1917 Urban 118.82 smokes 27.00 0
## 1918 Urban 67.33 Unknown 24.00 0
## 1919 Urban 121.66 smokes 27.00 0
## 1920 Rural 111.92 Unknown 24.00 0
## 1921 Urban 92.82 formerly smoked 24.00 0
## 1922 Rural 95.46 smokes 25.00 0
## 1923 Urban 59.99 never smoked 28.00 0
## 1924 Rural 68.96 Unknown 25.00 0
## 1925 Urban 90.26 never smoked 27.00 0
## 1926 Rural 91.90 formerly smoked 26.00 0
## 1927 Urban 91.08 never smoked 27.00 0
## 1928 Rural 118.55 Unknown 23.00 0
## 1929 Rural 102.04 Unknown 28.00 0
## 1930 Rural 65.52 Unknown 27.00 0
## 1931 Urban 82.09 never smoked 27.00 0
## 1932 Rural 149.90 Unknown 23.00 0
## 1933 Rural 100.33 never smoked 28.00 0
## 1934 Urban 91.25 Unknown 28.00 0
## 1935 Rural 89.81 never smoked 25.00 0
## 1936 Urban 97.32 smokes 21.51 0
## 1937 Rural 75.53 never smoked 28.00 0
## 1938 Rural 121.44 never smoked 26.00 0
## 1939 Urban 83.52 never smoked 25.00 0
## 1940 Rural 57.92 Unknown 24.00 0
## 1941 Rural 75.27 never smoked 24.00 0
## 1942 Urban 80.24 never smoked 28.00 0
## 1943 Urban 88.69 Unknown 28.00 0
## 1944 Urban 69.09 formerly smoked 24.00 0
## 1945 Rural 62.67 never smoked 25.00 0
## 1946 Urban 98.74 never smoked 23.00 0
## 1947 Rural 56.51 smokes 23.00 0
## 1948 Rural 65.95 never smoked 29.63 0
## 1949 Urban 129.07 Unknown 24.00 0
## 1950 Urban 62.47 never smoked 29.98 0
## 1951 Urban 69.82 never smoked 25.00 0
## 1952 Urban 99.68 Unknown 26.00 0
## 1953 Urban 223.35 formerly smoked 26.00 0
## 1954 Rural 74.36 never smoked 27.00 0
## 1955 Rural 102.97 formerly smoked 27.00 0
## 1956 Urban 153.38 never smoked 28.00 0
## 1957 Rural 87.10 never smoked 23.00 0
## 1958 Urban 113.40 Unknown 23.62 0
## 1959 Rural 94.88 Unknown 25.07 0
## 1960 Urban 82.73 Unknown 25.00 0
## 1961 Rural 67.80 Unknown 28.00 0
## 1962 Urban 84.85 never smoked 25.00 0
## 1963 Rural 135.89 formerly smoked 25.00 0
## 1964 Urban 106.13 never smoked 24.00 0
## 1965 Rural 74.33 smokes 26.00 0
## 1966 Rural 109.40 Unknown 28.00 0
## 1967 Rural 75.40 Unknown 25.49 0
## 1968 Rural 87.69 formerly smoked 28.00 0
## 1969 Urban 95.85 smokes 27.00 0
## 1970 Urban 90.36 formerly smoked 23.00 0
## 1971 Rural 63.45 formerly smoked 26.00 0
## 1972 Rural 201.07 Unknown 27.00 0
## 1973 Urban 122.91 never smoked 28.00 0
## 1974 Rural 55.41 Unknown 23.00 0
## 1975 Urban 60.99 Unknown 27.00 0
## 1976 Rural 111.77 Unknown 23.00 0
## 1977 Urban 77.63 never smoked 23.00 0
## 1978 Urban 70.61 never smoked 25.00 0
## 1979 Urban 124.34 formerly smoked 27.73 0
## 1980 Urban 103.44 never smoked 25.00 0
## 1981 Urban 124.50 Unknown 24.00 0
## 1982 Urban 208.06 smokes 28.00 0
## 1983 Urban 75.50 never smoked 23.00 0
## 1984 Urban 98.85 never smoked 23.00 0
## 1985 Rural 96.06 Unknown 27.00 0
## 1986 Rural 93.74 Unknown 24.00 0
## 1987 Urban 65.60 never smoked 28.00 0
## 1988 Urban 113.24 Unknown 27.00 0
## 1989 Rural 94.77 Unknown 28.00 0
## 1990 Urban 145.22 Unknown 28.00 0
## 1991 Urban 112.92 Unknown 28.00 0
## 1992 Rural 84.79 formerly smoked 28.00 0
## 1993 Urban 103.28 smokes 25.00 0
## 1994 Urban 109.00 Unknown 26.00 0
## 1995 Rural 96.18 never smoked 26.00 0
## 1996 Rural 186.95 never smoked 28.00 0
## 1997 Urban 68.66 Unknown 26.00 0
## 1998 Rural 128.72 smokes 26.00 0
## 1999 Urban 85.04 formerly smoked 27.00 0
## 2000 Rural 146.97 Unknown 26.00 0
## 2001 Urban 65.69 never smoked 23.00 0
## 2002 Rural 97.52 formerly smoked 23.00 0
## 2003 Rural 90.43 never smoked 23.00 0
## 2004 Urban 81.71 Unknown 25.00 0
## 2005 Rural 198.24 never smoked 26.00 0
## 2006 Rural 90.51 never smoked 24.00 0
## 2007 Urban 97.78 smokes 28.00 0
## 2008 Urban 80.74 Unknown 25.00 0
## 2009 Rural 57.02 Unknown 27.00 0
## 2010 Rural 93.00 never smoked 24.73 0
## 2011 Rural 95.37 Unknown 24.00 0
## 2012 Rural 96.25 formerly smoked 23.00 0
## 2013 Rural 86.74 Unknown 23.00 0
## 2014 Urban 63.08 smokes 24.00 0
## 2015 Urban 129.16 smokes 24.00 0
## 2016 Urban 99.79 Unknown 25.07 0
## 2017 Urban 83.34 never smoked 24.00 0
## 2018 Urban 95.01 formerly smoked 24.00 0
## 2019 Urban 229.21 smokes 27.00 0
## 2020 Urban 80.08 never smoked 26.77 0
## 2021 Rural 62.00 smokes 27.00 0
## 2022 Rural 118.69 Unknown 26.00 0
## 2023 Rural 77.57 Unknown 26.00 0
## 2024 Rural 108.75 Unknown 24.00 0
## 2025 Urban 108.23 Unknown 24.10 0
## 2026 Rural 151.33 formerly smoked 27.00 0
## 2027 Rural 82.43 Unknown 26.76 0
## 2028 Rural 107.17 Unknown 24.00 0
## 2029 Rural 91.46 never smoked 25.00 0
## 2030 Urban 81.05 Unknown 28.00 0
## 2031 Urban 73.02 Unknown 26.00 0
## 2032 Urban 114.37 Unknown 26.00 0
## 2033 Urban 100.29 never smoked 24.00 0
## 2034 Urban 68.37 smokes 26.00 0
## 2035 Rural 87.95 never smoked 28.00 0
## 2036 Urban 73.27 smokes 26.00 0
## 2037 Rural 131.43 Unknown 23.00 0
## 2038 Urban 107.29 never smoked 24.00 0
## 2039 Rural 68.24 Unknown 25.00 0
## 2040 Urban 74.01 smokes 25.00 0
## 2041 Urban 95.40 Unknown 25.00 0
## 2042 Rural 95.75 smokes 18.40 0
## 2043 Urban 104.51 Unknown 23.00 0
## 2044 Rural 108.87 Unknown 28.00 0
## 2045 Urban 209.06 Unknown 24.00 0
## 2046 Rural 86.57 Unknown 24.00 0
## 2047 Urban 120.25 Unknown 28.00 0
## 2048 Rural 85.51 smokes 24.00 0
## 2049 Rural 84.18 never smoked 27.00 0
## 2050 Urban 82.37 never smoked 23.00 0
## 2051 Rural 96.15 Unknown 27.00 0
## 2052 Rural 74.55 never smoked 25.00 0
## 2053 Urban 114.45 smokes 25.00 0
## 2054 Rural 113.68 never smoked 23.00 0
## 2055 Rural 107.91 never smoked 28.00 0
## 2056 Rural 83.85 never smoked 26.00 0
## 2057 Urban 101.30 Unknown 25.00 0
## 2058 Rural 72.13 never smoked 24.00 0
## 2059 Urban 94.98 never smoked 27.00 0
## 2060 Rural 228.42 formerly smoked 26.00 0
## 2061 Rural 93.90 never smoked 27.00 0
## 2062 Urban 93.13 Unknown 25.00 0
## 2063 Urban 121.60 never smoked 24.00 0
## 2064 Rural 84.40 formerly smoked 21.80 0
## 2065 Rural 82.13 never smoked 27.00 0
## 2066 Urban 73.33 never smoked 26.00 0
## 2067 Urban 75.88 Unknown 28.00 0
## 2068 Rural 212.97 formerly smoked 26.00 0
## 2069 Rural 100.41 never smoked 26.00 0
## 2070 Urban 202.05 smokes 26.00 0
## 2071 Urban 71.42 smokes 23.00 0
## 2072 Rural 107.50 never smoked 27.00 0
## 2073 Rural 55.57 formerly smoked 25.00 0
## 2074 Urban 58.14 never smoked 27.00 0
## 2075 Rural 78.53 Unknown 25.00 0
## 2076 Urban 78.79 smokes 28.00 0
## 2077 Urban 96.62 Unknown 26.00 0
## 2078 Rural 65.28 never smoked 26.00 0
## 2079 Rural 92.67 formerly smoked 25.00 0
## 2080 Rural 206.25 Unknown 24.00 0
## 2081 Urban 114.18 never smoked 23.00 0
## 2082 Rural 231.69 formerly smoked 26.00 0
## 2083 Rural 101.89 smokes 23.00 0
## 2084 Urban 107.22 smokes 28.00 0
## 2085 Rural 101.99 never smoked 24.00 0
## 2086 Rural 72.56 formerly smoked 25.00 0
## 2087 Urban 94.47 never smoked 27.00 0
## 2088 Urban 98.76 smokes 25.00 0
## 2089 Rural 116.93 never smoked 27.00 0
## 2090 Rural 219.96 never smoked 26.00 0
## 2091 Urban 75.77 never smoked 26.00 0
## 2092 Urban 124.35 Unknown 28.00 0
## 2093 Urban 88.97 never smoked 26.00 0
## 2094 Rural 72.49 never smoked 26.00 0
## 2095 Rural 107.27 Unknown 28.00 0
## 2096 Rural 97.96 never smoked 24.00 0
## 2097 Urban 197.69 smokes 28.00 0
## 2098 Rural 112.30 Unknown 24.00 0
## 2099 Urban 75.77 formerly smoked 25.00 0
## 2100 Urban 76.51 Unknown 27.00 0
## 2101 Urban 93.14 never smoked 24.00 0
## 2102 Rural 80.84 Unknown 23.00 0
## 2103 Rural 199.88 formerly smoked 23.00 0
## 2104 Rural 77.48 formerly smoked 24.00 0
## 2105 Rural 65.34 never smoked 25.00 0
## 2106 Urban 81.96 formerly smoked 28.00 0
## 2107 Urban 98.71 formerly smoked 23.00 0
## 2108 Rural 170.22 formerly smoked 28.00 0
## 2109 Urban 73.50 smokes 24.00 0
## 2110 Rural 72.39 smokes 26.00 0
## 2111 Urban 102.96 formerly smoked 28.00 0
## 2112 Urban 80.72 formerly smoked 29.99 0
## 2113 Urban 74.19 formerly smoked 28.00 0
## 2114 Urban 77.12 formerly smoked 27.00 0
## 2115 Urban 81.20 Unknown 24.00 0
## 2116 Rural 114.76 never smoked 28.00 0
## 2117 Urban 109.97 Unknown 25.63 0
## 2118 Urban 92.87 never smoked 26.00 0
## 2119 Urban 113.05 smokes 27.00 0
## 2120 Urban 68.24 formerly smoked 24.00 0
## 2121 Rural 74.35 smokes 28.00 0
## 2122 Urban 91.08 never smoked 25.00 0
## 2123 Urban 88.83 smokes 24.00 0
## 2124 Rural 134.33 Unknown 25.00 0
## 2125 Rural 208.78 Unknown 28.00 0
## 2126 Rural 66.17 never smoked 28.00 0
## 2127 Rural 222.29 never smoked 28.00 0
## 2128 Rural 114.16 smokes 27.00 0
## 2129 Rural 61.67 Unknown 26.00 0
## 2130 Rural 220.36 formerly smoked 28.00 0
## 2131 Urban 76.03 never smoked 23.00 0
## 2132 Urban 73.06 never smoked 27.00 0
## 2133 Urban 187.88 formerly smoked 28.00 0
## 2134 Urban 79.89 Unknown 26.00 0
## 2135 Rural 79.02 Unknown 25.00 0
## 2136 Rural 191.66 smokes 23.00 0
## 2137 Urban 76.74 Unknown 24.00 0
## 2138 Urban 72.29 Unknown 27.06 0
## 2139 Urban 92.59 formerly smoked 28.00 0
## 2140 Rural 80.42 formerly smoked 27.00 0
## 2141 Rural 62.47 formerly smoked 26.00 0
## 2142 Rural 63.94 never smoked 25.00 0
## 2143 Rural 77.73 never smoked 27.00 0
## 2144 Rural 115.79 Unknown 25.00 0
## 2145 Urban 96.30 smokes 23.00 0
## 2146 Rural 107.46 never smoked 28.00 0
## 2147 Rural 108.33 never smoked 28.00 0
## 2148 Rural 89.37 never smoked 26.00 0
## 2149 Urban 93.64 Unknown 32.40 0
## 2150 Urban 217.75 never smoked 23.00 0
## 2151 Rural 83.44 Unknown 26.00 0
## 2152 Rural 93.88 smokes 23.00 0
## 2153 Urban 55.34 Unknown 27.00 0
## 2154 Rural 102.61 Unknown 26.00 0
## 2155 Rural 62.08 Unknown 28.00 0
## 2156 Rural 81.76 formerly smoked 27.00 0
## 2157 Urban 59.20 never smoked 23.00 0
## 2158 Urban 55.61 Unknown 26.00 0
## 2159 Urban 226.88 formerly smoked 26.00 0
## 2160 Urban 65.66 never smoked 25.00 0
## 2161 Urban 58.70 smokes 28.00 0
## 2162 Urban 186.40 never smoked 26.00 0
## 2163 Urban 122.32 Unknown 26.00 0
## 2164 Urban 59.05 Unknown 27.00 0
## 2165 Urban 149.13 smokes 27.00 0
## 2166 Urban 82.39 never smoked 25.00 0
## 2167 Rural 169.49 Unknown 27.00 0
## 2168 Rural 80.25 formerly smoked 27.00 0
## 2169 Urban 203.81 formerly smoked 28.00 0
## 2170 Urban 170.76 Unknown 24.00 0
## 2171 Rural 80.85 Unknown 25.00 0
## 2172 Rural 120.58 never smoked 24.00 0
## 2173 Rural 86.57 formerly smoked 28.61 0
## 2174 Urban 90.01 smokes 27.00 0
## 2175 Rural 68.84 formerly smoked 24.00 0
## 2176 Rural 155.14 Unknown 24.00 0
## 2177 Urban 158.48 formerly smoked 27.00 0
## 2178 Rural 92.56 Unknown 25.00 0
## 2179 Rural 90.15 formerly smoked 28.00 0
## 2180 Rural 80.09 never smoked 23.00 0
## 2181 Rural 189.44 never smoked 26.24 0
## 2182 Rural 70.03 smokes 23.00 0
## 2183 Rural 249.29 smokes 27.00 0
## 2184 Rural 72.52 Unknown 23.00 0
## 2185 Urban 96.93 smokes 25.00 0
## 2186 Urban 211.35 formerly smoked 26.00 0
## 2187 Rural 85.87 Unknown 25.00 0
## 2188 Rural 60.96 never smoked 21.27 0
## 2189 Urban 120.09 never smoked 23.00 0
## 2190 Urban 92.13 never smoked 23.00 0
## 2191 Urban 83.07 smokes 23.00 0
## 2192 Rural 77.67 Unknown 25.00 0
## 2193 Urban 109.51 never smoked 25.00 0
## 2194 Urban 97.24 never smoked 24.00 0
## 2195 Rural 127.29 Unknown 27.00 0
## 2196 Urban 134.80 never smoked 25.00 0
## 2197 Urban 74.65 formerly smoked 28.00 0
## 2198 Urban 85.84 never smoked 23.00 0
## 2199 Urban 90.43 smokes 24.00 0
## 2200 Urban 74.35 never smoked 22.19 0
## 2201 Urban 206.59 smokes 26.00 0
## 2202 Urban 196.33 never smoked 25.00 0
## 2203 Rural 70.23 never smoked 25.00 0
## 2204 Urban 242.94 never smoked 25.00 0
## 2205 Rural 103.06 never smoked 25.00 0
## 2206 Urban 80.86 smokes 24.00 0
## 2207 Urban 114.32 smokes 26.00 0
## 2208 Urban 83.91 Unknown 25.86 0
## 2209 Rural 152.02 formerly smoked 24.00 0
## 2210 Rural 75.19 never smoked 27.00 0
## 2211 Urban 60.61 formerly smoked 28.00 0
## 2212 Rural 89.14 formerly smoked 25.00 0
## 2213 Urban 97.23 Unknown 24.00 0
## 2214 Rural 135.19 never smoked 28.00 0
## 2215 Urban 78.48 formerly smoked 27.00 0
## 2216 Rural 97.24 Unknown 24.00 0
## 2217 Urban 75.92 never smoked 25.00 0
## 2218 Urban 93.30 Unknown 24.00 0
## 2219 Urban 97.39 Unknown 26.00 0
## 2220 Rural 134.61 never smoked 25.95 0
## 2221 Rural 104.02 never smoked 25.00 0
## 2222 Urban 56.90 never smoked 25.00 0
## 2223 Rural 112.66 Unknown 23.00 0
## 2224 Rural 226.75 Unknown 26.00 0
## 2225 Rural 76.28 formerly smoked 28.00 0
## 2226 Urban 90.01 formerly smoked 27.00 0
## 2227 Rural 107.84 formerly smoked 25.00 0
## 2228 Rural 71.06 never smoked 28.00 0
## 2229 Urban 185.00 never smoked 25.00 0
## 2230 Rural 104.42 smokes 25.00 0
## 2231 Urban 89.57 Unknown 28.00 0
## 2232 Rural 136.20 Unknown 25.00 0
## 2233 Urban 128.23 never smoked 26.00 0
## 2234 Rural 104.23 smokes 24.00 0
## 2235 Urban 133.82 never smoked 25.00 0
## 2236 Rural 80.82 never smoked 23.00 0
## 2237 Rural 102.35 never smoked 28.00 0
## 2238 Rural 88.48 never smoked 26.00 0
## 2239 Rural 88.81 Unknown 23.00 0
## 2240 Rural 75.09 never smoked 28.00 0
## 2241 Urban 199.83 Unknown 27.00 0
## 2242 Rural 73.69 Unknown 25.00 0
## 2243 Urban 111.27 Unknown 25.00 0
## 2244 Rural 68.44 smokes 28.00 0
## 2245 Urban 65.36 never smoked 26.00 0
## 2246 Urban 94.12 never smoked 26.00 0
## 2247 Rural 96.24 never smoked 27.00 0
## 2248 Rural 91.25 Unknown 28.00 0
## 2249 Rural 77.29 never smoked 23.00 0
## 2250 Rural 125.09 Unknown 28.00 0
## 2251 Urban 107.18 never smoked 23.00 0
## 2252 Urban 130.07 never smoked 26.00 0
## 2253 Urban 57.30 never smoked 26.00 0
## 2254 Rural 101.35 never smoked 25.00 0
## 2255 Rural 94.03 never smoked 28.00 0
## 2256 Urban 227.81 formerly smoked 23.00 0
## 2257 Urban 66.67 smokes 29.08 0
## 2258 Urban 240.81 never smoked 28.00 0
## 2259 Urban 88.02 Unknown 25.00 0
## 2260 Urban 152.87 Unknown 28.00 0
## 2261 Urban 96.04 Unknown 25.00 0
## 2262 Urban 60.35 formerly smoked 24.00 0
## 2263 Urban 118.66 never smoked 23.00 0
## 2264 Urban 89.03 smokes 25.00 0
## 2265 Urban 58.51 formerly smoked 26.00 0
## 2266 Urban 96.04 formerly smoked 28.00 0
## 2267 Rural 110.92 Unknown 24.00 0
## 2268 Rural 92.72 never smoked 24.00 0
## 2269 Rural 108.23 Unknown 28.00 0
## 2270 Rural 56.34 Unknown 27.00 0
## 2271 Rural 61.83 never smoked 24.00 0
## 2272 Rural 131.99 never smoked 28.00 0
## 2273 Rural 136.81 smokes 26.00 0
## 2274 Rural 239.28 never smoked 27.00 0
## 2275 Urban 131.30 never smoked 27.00 0
## 2276 Rural 117.75 never smoked 22.01 0
## 2277 Urban 78.46 Unknown 26.00 0
## 2278 Rural 83.53 formerly smoked 25.00 0
## 2279 Rural 145.50 formerly smoked 25.00 0
## 2280 Urban 88.33 Unknown 24.00 0
## 2281 Rural 101.25 formerly smoked 28.00 0
## 2282 Urban 131.43 never smoked 26.00 0
## 2283 Rural 231.50 never smoked 28.00 0
## 2284 Rural 82.89 never smoked 28.00 0
## 2285 Rural 192.37 never smoked 28.00 0
## 2286 Rural 79.64 smokes 26.00 0
## 2287 Rural 82.88 Unknown 32.09 0
## 2288 Rural 99.40 never smoked 24.00 0
## 2289 Urban 77.75 smokes 25.00 0
## 2290 Rural 75.03 never smoked 24.00 0
## 2291 Rural 220.47 never smoked 24.00 0
## 2292 Rural 196.91 Unknown 23.00 0
## 2293 Urban 180.80 never smoked 27.00 0
## 2294 Urban 247.48 smokes 24.00 0
## 2295 Urban 216.00 smokes 23.00 0
## 2296 Urban 75.64 never smoked 27.00 0
## 2297 Urban 95.07 formerly smoked 26.00 0
## 2298 Urban 129.97 smokes 27.00 0
## 2299 Urban 124.26 never smoked 23.00 0
## 2300 Urban 87.92 Unknown 23.00 0
## 2301 Rural 85.15 Unknown 25.00 0
## 2302 Rural 95.36 smokes 26.00 0
## 2303 Urban 87.16 formerly smoked 25.00 0
## 2304 Rural 219.39 smokes 25.00 0
## 2305 Urban 71.92 Unknown 23.00 0
## 2306 Urban 167.66 Unknown 26.00 0
## 2307 Rural 87.21 Unknown 27.00 0
## 2308 Rural 220.47 smokes 23.00 0
## 2309 Urban 80.47 Unknown 27.00 0
## 2310 Urban 89.95 formerly smoked 23.00 0
## 2311 Rural 111.32 Unknown 27.00 0
## 2312 Urban 65.01 Unknown 26.00 0
## 2313 Urban 110.07 never smoked 28.00 0
## 2314 Urban 60.56 never smoked 23.00 0
## 2315 Urban 89.83 smokes 28.00 0
## 2316 Rural 90.35 Unknown 23.00 0
## 2317 Urban 71.50 smokes 25.00 0
## 2318 Urban 71.71 smokes 26.00 0
## 2319 Urban 173.96 formerly smoked 28.00 0
## 2320 Urban 96.06 never smoked 25.00 0
## 2321 Urban 113.20 smokes 26.00 0
## 2322 Rural 106.03 Unknown 27.00 0
## 2323 Rural 111.38 smokes 27.00 0
## 2324 Rural 73.29 smokes 34.89 0
## 2325 Urban 65.71 smokes 27.03 0
## 2326 Rural 60.41 Unknown 26.00 0
## 2327 Urban 89.11 never smoked 25.00 0
## 2328 Urban 63.32 formerly smoked 24.00 0
## 2329 Urban 85.68 never smoked 24.00 0
## 2330 Urban 162.93 Unknown 27.00 0
## 2331 Rural 89.22 Unknown 25.00 0
## 2332 Rural 91.68 formerly smoked 24.80 0
## 2333 Urban 198.33 smokes 24.00 0
## 2334 Rural 85.81 Unknown 23.00 0
## 2335 Rural 79.59 smokes 24.00 0
## 2336 Rural 106.74 formerly smoked 25.00 0
## 2337 Urban 191.33 never smoked 23.00 0
## 2338 Rural 59.52 never smoked 23.00 0
## 2339 Rural 206.52 smokes 24.00 0
## 2340 Rural 80.07 never smoked 28.00 0
## 2341 Rural 64.92 Unknown 24.00 0
## 2342 Urban 80.00 never smoked 26.00 0
## 2343 Urban 75.06 Unknown 23.00 0
## 2344 Urban 112.20 never smoked 28.00 0
## 2345 Urban 91.18 never smoked 27.00 0
## 2346 Rural 85.81 formerly smoked 24.00 0
## 2347 Urban 148.37 never smoked 23.00 0
## 2348 Rural 64.55 Unknown 26.00 0
## 2349 Rural 97.31 Unknown 26.00 0
## 2350 Rural 111.15 never smoked 24.00 0
## 2351 Urban 80.97 never smoked 24.00 0
## 2352 Rural 89.88 formerly smoked 28.00 0
## 2353 Rural 62.66 formerly smoked 25.00 0
## 2354 Urban 122.25 Unknown 25.00 0
## 2355 Rural 87.08 never smoked 36.52 0
## 2356 Rural 85.00 smokes 24.67 0
## 2357 Urban 100.49 smokes 23.00 0
## 2358 Urban 145.37 Unknown 28.00 0
## 2359 Urban 112.19 Unknown 24.00 0
## 2360 Rural 79.73 smokes 24.00 0
## 2361 Rural 101.13 formerly smoked 25.00 0
## 2362 Urban 101.98 Unknown 17.38 0
## 2363 Rural 98.39 smokes 25.00 0
## 2364 Rural 128.04 smokes 25.00 0
## 2365 Urban 98.12 Unknown 26.00 0
## 2366 Urban 216.96 Unknown 25.00 0
## 2367 Rural 94.92 Unknown 26.00 0
## 2368 Rural 83.27 formerly smoked 28.00 0
## 2369 Rural 96.86 Unknown 28.00 0
## 2370 Rural 99.73 formerly smoked 24.00 0
## 2371 Rural 91.71 Unknown 23.00 0
## 2372 Rural 65.77 smokes 25.00 0
## 2373 Urban 161.57 smokes 25.00 0
## 2374 Rural 74.32 never smoked 23.00 0
## 2375 Rural 170.93 Unknown 24.00 0
## 2376 Urban 74.43 never smoked 26.00 0
## 2377 Rural 86.36 formerly smoked 27.00 0
## 2378 Rural 97.06 Unknown 25.00 0
## 2379 Rural 110.38 Unknown 27.00 0
## 2380 Rural 79.03 Unknown 23.00 0
## 2381 Rural 62.48 never smoked 25.00 0
## 2382 Rural 55.62 never smoked 25.00 0
## 2383 Rural 84.90 never smoked 27.00 0
## 2384 Rural 232.81 Unknown 27.00 0
## 2385 Rural 86.55 smokes 26.00 0
## 2386 Rural 118.61 never smoked 28.00 0
## 2387 Rural 80.21 formerly smoked 24.30 0
## 2388 Rural 65.96 never smoked 28.00 0
## 2389 Urban 61.34 Unknown 27.00 0
## 2390 Urban 116.60 Unknown 28.00 0
## 2391 Urban 85.13 Unknown 27.00 0
## 2392 Rural 86.32 Unknown 24.00 0
## 2393 Rural 69.22 never smoked 25.00 0
## 2394 Urban 140.93 Unknown 26.00 0
## 2395 Urban 83.43 Unknown 25.00 0
## 2396 Urban 207.95 formerly smoked 28.00 0
## 2397 Rural 134.29 smokes 24.00 0
## 2398 Urban 115.12 Unknown 25.00 0
## 2399 Urban 86.25 never smoked 25.00 0
## 2400 Rural 112.94 never smoked 24.00 0
## 2401 Rural 73.54 smokes 23.00 0
## 2402 Urban 80.86 Unknown 27.00 0
## 2403 Rural 83.91 Unknown 27.00 0
## 2404 Rural 69.91 never smoked 23.00 0
## 2405 Rural 95.62 smokes 25.00 0
## 2406 Urban 63.95 never smoked 27.00 0
## 2407 Rural 122.50 Unknown 26.00 0
## 2408 Rural 86.00 never smoked 23.00 0
## 2409 Urban 120.27 never smoked 26.00 0
## 2410 Urban 56.71 Unknown 24.00 0
## 2411 Rural 131.63 never smoked 23.00 0
## 2412 Urban 79.36 never smoked 27.00 0
## 2413 Urban 120.77 never smoked 25.00 0
## 2414 Rural 100.42 smokes 27.00 0
## 2415 Urban 155.86 smokes 27.00 0
## 2416 Rural 66.01 smokes 25.00 0
## 2417 Urban 86.99 smokes 25.00 0
## 2418 Urban 90.55 never smoked 26.68 0
## 2419 Rural 229.58 Unknown 23.00 0
## 2420 Urban 60.06 smokes 25.00 0
## 2421 Rural 65.66 formerly smoked 24.00 0
## 2422 Urban 104.70 smokes 27.00 0
## 2423 Urban 113.86 never smoked 25.00 0
## 2424 Rural 99.49 Unknown 23.00 0
## 2425 Urban 165.99 never smoked 25.00 0
## 2426 Urban 114.99 Unknown 23.00 0
## 2427 Urban 79.58 Unknown 27.00 0
## 2428 Rural 77.37 never smoked 27.00 0
## 2429 Urban 93.55 never smoked 28.00 0
## 2430 Urban 187.22 Unknown 24.00 0
## 2431 Rural 167.59 formerly smoked 27.00 0
## 2432 Urban 98.03 smokes 18.26 0
## 2433 Urban 88.79 Unknown 28.00 0
## 2434 Urban 92.90 smokes 28.00 0
## 2435 Urban 117.34 never smoked 27.00 0
## 2436 Urban 80.75 never smoked 23.72 0
## 2437 Rural 77.51 Unknown 24.00 0
## 2438 Urban 105.63 Unknown 25.00 0
## 2439 Urban 114.34 smokes 23.00 0
## 2440 Rural 227.04 smokes 26.00 0
## 2441 Urban 87.56 never smoked 25.00 0
## 2442 Urban 84.47 smokes 25.00 0
## 2443 Rural 96.26 Unknown 26.00 0
## 2444 Rural 116.64 Unknown 27.00 0
## 2445 Urban 79.57 never smoked 28.00 0
## 2446 Rural 78.44 never smoked 28.00 0
## 2447 Urban 64.15 never smoked 26.00 0
## 2448 Urban 74.50 never smoked 24.00 0
## 2449 Urban 70.32 Unknown 23.00 0
## 2450 Urban 84.48 never smoked 25.00 0
## 2451 Urban 144.08 formerly smoked 27.00 0
## 2452 Rural 78.14 never smoked 25.00 0
## 2453 Urban 133.58 never smoked 24.00 0
## 2454 Urban 214.42 formerly smoked 25.00 0
## 2455 Urban 80.63 smokes 28.00 0
## 2456 Rural 233.71 never smoked 22.71 0
## 2457 Urban 96.00 smokes 27.00 0
## 2458 Urban 74.52 Unknown 24.00 0
## 2459 Rural 131.40 never smoked 26.00 0
## 2460 Urban 216.40 never smoked 25.00 0
## 2461 Rural 108.80 Unknown 25.00 0
## 2462 Urban 97.06 never smoked 25.00 0
## 2463 Rural 266.59 never smoked 24.00 0
## 2464 Rural 55.58 never smoked 24.00 0
## 2465 Urban 65.87 formerly smoked 26.00 0
## 2466 Urban 89.28 smokes 27.00 0
## 2467 Urban 56.12 Unknown 25.00 0
## 2468 Urban 74.70 formerly smoked 24.00 0
## 2469 Urban 83.06 Unknown 24.00 0
## 2470 Urban 227.94 Unknown 28.00 0
## 2471 Rural 84.88 never smoked 28.00 0
## 2472 Urban 64.20 Unknown 28.00 0
## 2473 Rural 137.22 Unknown 27.00 0
## 2474 Urban 81.44 formerly smoked 26.00 0
## 2475 Rural 90.26 Unknown 24.00 0
## 2476 Urban 68.48 never smoked 24.00 0
## 2477 Urban 100.02 never smoked 26.00 0
## 2478 Urban 100.61 Unknown 23.00 0
## 2479 Urban 156.82 Unknown 24.00 0
## 2480 Urban 81.66 Unknown 25.00 0
## 2481 Rural 112.22 Unknown 26.00 0
## 2482 Urban 90.62 Unknown 27.49 0
## 2483 Rural 72.49 never smoked 25.00 0
## 2484 Urban 107.47 Unknown 28.00 0
## 2485 Rural 92.11 never smoked 28.00 0
## 2486 Rural 70.54 formerly smoked 23.00 0
## 2487 Rural 205.00 never smoked 24.00 0
## 2488 Rural 126.39 smokes 28.00 0
## 2489 Rural 89.72 Unknown 28.00 0
## 2490 Urban 92.08 smokes 28.00 0
## 2491 Urban 85.38 Unknown 28.00 0
## 2492 Rural 95.25 never smoked 23.00 0
## 2493 Rural 75.91 Unknown 27.00 0
## 2494 Rural 203.44 formerly smoked 28.00 0
## 2495 Urban 243.73 smokes 24.00 0
## 2496 Urban 88.23 Unknown 19.87 0
## 2497 Rural 97.47 never smoked 24.00 0
## 2498 Rural 59.28 never smoked 28.00 0
## 2499 Rural 101.15 Unknown 23.00 0
## 2500 Urban 68.38 Unknown 23.00 0
## 2501 Rural 55.46 never smoked 23.00 0
## 2502 Urban 113.87 never smoked 23.00 0
## 2503 Urban 67.03 never smoked 29.45 0
## 2504 Rural 96.35 never smoked 24.00 0
## 2505 Urban 127.21 smokes 23.00 0
## 2506 Urban 78.90 never smoked 28.00 0
## 2507 Urban 59.91 formerly smoked 24.00 0
## 2508 Urban 160.94 smokes 28.00 0
## 2509 Rural 59.61 Unknown 24.00 0
## 2510 Urban 87.94 never smoked 23.00 0
## 2511 Rural 97.55 formerly smoked 23.00 0
## 2512 Urban 116.02 formerly smoked 23.00 0
## 2513 Rural 127.32 smokes 24.00 0
## 2514 Urban 75.50 smokes 23.00 0
## 2515 Urban 79.35 Unknown 25.00 0
## 2516 Rural 176.25 never smoked 26.00 0
## 2517 Rural 108.56 never smoked 26.00 0
## 2518 Urban 168.06 smokes 24.00 0
## 2519 Urban 75.52 formerly smoked 24.00 0
## 2520 Rural 82.15 formerly smoked 25.00 0
## 2521 Urban 200.28 formerly smoked 24.00 0
## 2522 Rural 62.44 smokes 24.00 0
## 2523 Rural 84.31 smokes 20.49 0
## 2524 Rural 221.43 Unknown 25.00 0
## 2525 Urban 165.47 Unknown 25.00 0
## 2526 Rural 96.69 smokes 26.00 0
## 2527 Urban 63.98 formerly smoked 24.00 0
## 2528 Urban 145.03 formerly smoked 27.00 0
## 2529 Urban 98.53 never smoked 27.00 0
## 2530 Urban 105.55 smokes 26.00 0
## 2531 Rural 134.23 Unknown 24.00 0
## 2532 Rural 62.48 Unknown 27.00 0
## 2533 Urban 213.38 Unknown 25.00 0
## 2534 Rural 70.52 formerly smoked 27.00 0
## 2535 Urban 93.21 never smoked 24.00 0
## 2536 Rural 82.39 Unknown 25.00 0
## 2537 Rural 88.29 smokes 21.51 0
## 2538 Rural 80.18 formerly smoked 23.00 0
## 2539 Rural 84.02 never smoked 24.00 0
## 2540 Rural 69.72 never smoked 28.00 0
## 2541 Urban 192.16 never smoked 28.69 0
## 2542 Rural 82.27 never smoked 25.00 0
## 2543 Urban 101.87 never smoked 28.00 0
## 2544 Rural 77.55 Unknown 23.00 0
## 2545 Urban 215.72 smokes 26.00 0
## 2546 Rural 87.84 Unknown 28.00 0
## 2547 Rural 91.93 never smoked 26.00 0
## 2548 Urban 58.63 never smoked 23.00 0
## 2549 Urban 173.14 smokes 26.00 0
## 2550 Urban 106.83 formerly smoked 24.00 0
## 2551 Urban 84.44 formerly smoked 24.00 0
## 2552 Urban 92.16 never smoked 23.00 0
## 2553 Urban 85.96 formerly smoked 25.00 0
## 2554 Rural 202.57 never smoked 26.00 0
## 2555 Rural 65.41 Unknown 23.00 0
## 2556 Urban 102.51 Unknown 24.00 0
## 2557 Rural 62.60 Unknown 25.00 0
## 2558 Urban 150.10 never smoked 26.00 0
## 2559 Rural 94.15 smokes 27.00 0
## 2560 Urban 65.50 never smoked 27.00 0
## 2561 Urban 81.31 never smoked 27.00 0
## 2562 Rural 78.96 never smoked 23.00 0
## 2563 Rural 123.47 Unknown 26.00 0
## 2564 Urban 90.40 never smoked 24.00 0
## 2565 Urban 71.59 never smoked 25.00 0
## 2566 Rural 209.50 formerly smoked 25.00 0
## 2567 Urban 86.60 Unknown 26.00 0
## 2568 Urban 57.43 formerly smoked 24.00 0
## 2569 Rural 87.93 never smoked 24.00 0
## 2570 Rural 203.16 Unknown 24.00 0
## 2571 Rural 112.12 never smoked 24.00 0
## 2572 Urban 92.02 never smoked 24.00 0
## 2573 Rural 60.98 formerly smoked 23.00 0
## 2574 Urban 86.35 never smoked 27.00 0
## 2575 Rural 71.26 Unknown 26.00 0
## 2576 Urban 72.61 never smoked 27.00 0
## 2577 Urban 110.78 never smoked 27.00 0
## 2578 Urban 99.78 never smoked 27.00 0
## 2579 Rural 201.45 smokes 28.00 0
## 2580 Urban 127.78 Unknown 26.00 0
## 2581 Rural 121.32 never smoked 27.00 0
## 2582 Urban 83.89 never smoked 25.00 0
## 2583 Rural 74.06 never smoked 26.00 0
## 2584 Urban 206.15 never smoked 26.00 0
## 2585 Rural 102.90 Unknown 23.00 0
## 2586 Urban 65.48 never smoked 28.00 0
## 2587 Urban 123.23 Unknown 27.00 0
## 2588 Rural 71.30 never smoked 28.00 0
## 2589 Rural 79.05 Unknown 26.00 0
## 2590 Rural 102.21 never smoked 26.00 0
## 2591 Urban 105.22 Unknown 25.00 0
## 2592 Rural 84.58 Unknown 24.00 0
## 2593 Urban 77.30 never smoked 24.00 0
## 2594 Rural 74.79 Unknown 24.00 0
## 2595 Rural 88.75 Unknown 24.00 0
## 2596 Rural 97.97 never smoked 27.00 0
## 2597 Rural 79.18 Unknown 28.00 0
## 2598 Urban 81.33 never smoked 26.00 0
## 2599 Urban 126.68 never smoked 27.00 0
## 2600 Urban 196.61 never smoked 25.00 0
## 2601 Urban 219.92 formerly smoked 25.00 0
## 2602 Rural 79.16 formerly smoked 23.00 0
## 2603 Urban 99.68 formerly smoked 24.00 0
## 2604 Urban 79.55 formerly smoked 26.00 0
## 2605 Rural 87.86 formerly smoked 27.00 0
## 2606 Urban 76.92 Unknown 23.05 0
## 2607 Rural 77.24 Unknown 23.00 0
## 2608 Urban 120.94 formerly smoked 26.00 0
## 2609 Rural 77.66 never smoked 23.00 0
## 2610 Rural 231.95 never smoked 25.00 0
## 2611 Urban 111.48 smokes 28.00 0
## 2612 Urban 84.25 Unknown 28.00 0
## 2613 Rural 216.38 never smoked 23.00 0
## 2614 Rural 95.01 never smoked 24.00 0
## 2615 Urban 105.74 formerly smoked 23.00 0
## 2616 Rural 58.41 Unknown 24.00 0
## 2617 Urban 56.89 smokes 27.00 0
## 2618 Urban 86.25 never smoked 24.00 0
## 2619 Rural 86.49 Unknown 24.00 0
## 2620 Rural 115.47 Unknown 27.00 0
## 2621 Rural 92.22 Unknown 23.00 0
## 2622 Rural 83.16 smokes 24.00 0
## 2623 Rural 110.68 formerly smoked 24.00 0
## 2624 Rural 70.06 Unknown 26.00 0
## 2625 Urban 213.33 formerly smoked 26.00 0
## 2626 Urban 93.52 Unknown 22.50 0
## 2627 Rural 87.62 smokes 24.00 0
## 2628 Rural 77.67 never smoked 24.00 0
## 2629 Rural 95.66 smokes 26.00 0
## 2630 Urban 172.33 formerly smoked 24.00 0
## 2631 Urban 106.59 Unknown 24.00 0
## 2632 Urban 87.06 never smoked 25.00 0
## 2633 Rural 93.02 formerly smoked 24.00 0
## 2634 Urban 243.59 never smoked 26.00 0
## 2635 Urban 86.70 Unknown 24.00 0
## 2636 Rural 97.81 formerly smoked 27.00 0
## 2637 Urban 116.04 never smoked 27.00 0
## 2638 Urban 169.43 formerly smoked 28.00 0
## 2639 Rural 68.41 smokes 26.00 0
## 2640 Rural 94.44 Unknown 24.00 0
## 2641 Urban 73.48 smokes 27.00 0
## 2642 Rural 183.87 never smoked 23.00 0
## 2643 Rural 66.08 never smoked 27.00 0
## 2644 Rural 72.19 Unknown 25.00 0
## 2645 Rural 101.09 smokes 26.00 0
## 2646 Urban 88.83 never smoked 28.00 0
## 2647 Rural 69.99 smokes 28.00 0
## 2648 Urban 102.40 smokes 23.00 0
## 2649 Rural 87.26 smokes 27.00 0
## 2650 Urban 146.59 Unknown 27.00 0
## 2651 Rural 59.00 Unknown 26.00 0
## 2652 Urban 76.83 never smoked 24.00 0
## 2653 Urban 101.83 Unknown 23.00 0
## 2654 Urban 90.92 never smoked 24.00 0
## 2655 Urban 67.50 smokes 27.00 0
## 2656 Urban 97.16 Unknown 23.00 0
## 2657 Urban 85.62 formerly smoked 25.00 0
## 2658 Rural 129.43 never smoked 23.00 0
## 2659 Urban 106.01 smokes 27.00 0
## 2660 Rural 114.82 Unknown 28.00 0
## 2661 Urban 121.39 Unknown 26.00 0
## 2662 Urban 227.98 Unknown 28.00 0
## 2663 Urban 78.97 never smoked 27.33 0
## 2664 Urban 84.12 Unknown 24.00 0
## 2665 Urban 95.04 never smoked 20.92 0
## 2666 Rural 103.15 smokes 23.00 0
## 2667 Urban 82.91 formerly smoked 26.00 0
## 2668 Urban 70.93 Unknown 27.00 0
## 2669 Rural 153.60 formerly smoked 24.00 0
## 2670 Urban 129.43 never smoked 23.00 0
## 2671 Rural 81.00 formerly smoked 27.00 0
## 2672 Rural 71.81 Unknown 23.06 0
## 2673 Urban 84.46 formerly smoked 25.00 0
## 2674 Rural 101.32 formerly smoked 26.00 0
## 2675 Urban 62.56 never smoked 27.00 0
## 2676 Urban 208.20 formerly smoked 27.00 0
## 2677 Urban 199.42 never smoked 24.00 0
## 2678 Urban 91.28 Unknown 23.00 0
## 2679 Urban 77.99 formerly smoked 28.00 0
## 2680 Urban 190.13 never smoked 23.00 0
## 2681 Urban 149.68 never smoked 27.00 0
## 2682 Rural 92.30 Unknown 26.00 0
## 2683 Rural 235.54 formerly smoked 24.00 0
## 2684 Rural 84.46 Unknown 44.71 0
## 2685 Rural 68.70 Unknown 28.00 0
## 2686 Urban 178.89 Unknown 26.00 0
## 2687 Rural 227.74 smokes 26.00 0
## 2688 Rural 100.66 Unknown 27.00 0
## 2689 Urban 73.62 Unknown 27.00 0
## 2690 Rural 100.05 smokes 25.00 0
## 2691 Rural 213.80 never smoked 25.00 0
## 2692 Rural 103.94 smokes 24.00 0
## 2693 Urban 84.20 Unknown 25.00 0
## 2694 Urban 250.80 never smoked 28.00 0
## 2695 Rural 112.29 Unknown 25.00 0
## 2696 Urban 65.98 never smoked 25.00 0
## 2697 Urban 99.10 Unknown 24.00 0
## 2698 Rural 217.84 never smoked 24.00 0
## 2699 Urban 104.34 Unknown 24.00 0
## 2700 Rural 217.00 formerly smoked 23.00 0
## 2701 Rural 57.47 formerly smoked 28.00 0
## 2702 Urban 78.24 never smoked 24.00 0
## 2703 Rural 94.38 never smoked 23.00 0
## 2704 Urban 100.31 never smoked 25.00 0
## 2705 Urban 74.29 smokes 23.00 0
## 2706 Rural 103.43 smokes 28.00 0
## 2707 Urban 99.83 formerly smoked 27.00 0
## 2708 Urban 217.40 never smoked 35.68 0
## 2709 Urban 71.81 Unknown 28.00 0
## 2710 Urban 79.79 smokes 26.00 0
## 2711 Urban 190.92 never smoked 25.00 0
## 2712 Urban 94.76 formerly smoked 25.00 0
## 2713 Urban 101.43 formerly smoked 25.00 0
## 2714 Rural 115.86 never smoked 24.08 0
## 2715 Rural 95.27 Unknown 22.16 0
## 2716 Rural 89.02 never smoked 28.00 0
## 2717 Urban 77.55 Unknown 23.00 0
## 2718 Urban 75.86 Unknown 28.00 0
## 2719 Rural 93.62 never smoked 26.00 0
## 2720 Rural 72.71 formerly smoked 24.00 0
## 2721 Rural 94.45 formerly smoked 24.00 0
## 2722 Rural 88.57 never smoked 26.00 0
## 2723 Urban 84.12 formerly smoked 28.00 0
## 2724 Urban 89.11 smokes 27.00 0
## 2725 Rural 99.83 smokes 26.00 0
## 2726 Rural 150.03 never smoked 25.00 0
## 2727 Urban 69.67 formerly smoked 28.00 0
## 2728 Urban 77.46 formerly smoked 23.00 0
## 2729 Urban 100.54 smokes 24.00 0
## 2730 Rural 142.38 never smoked 23.00 0
## 2731 Rural 110.87 smokes 26.00 0
## 2732 Urban 73.60 never smoked 25.00 0
## 2733 Rural 59.52 never smoked 23.00 0
## 2734 Urban 142.68 Unknown 28.00 0
## 2735 Urban 182.90 smokes 25.00 0
## 2736 Urban 75.28 formerly smoked 28.00 0
## 2737 Rural 100.75 never smoked 24.00 0
## 2738 Rural 163.82 never smoked 27.00 0
## 2739 Urban 110.42 smokes 25.00 0
## 2740 Rural 105.18 Unknown 24.00 0
## 2741 Rural 79.59 Unknown 23.00 0
## 2742 Rural 107.99 never smoked 24.00 0
## 2743 Rural 90.22 formerly smoked 27.00 0
## 2744 Rural 143.45 never smoked 23.00 0
## 2745 Rural 78.57 Unknown 28.00 0
## 2746 Rural 79.82 Unknown 27.00 0
## 2747 Urban 95.88 never smoked 23.00 0
## 2748 Urban 123.04 never smoked 25.00 0
## 2749 Urban 92.34 smokes 33.82 0
## 2750 Rural 116.84 never smoked 23.00 0
## 2751 Urban 90.04 formerly smoked 24.00 0
## 2752 Rural 255.17 formerly smoked 24.00 0
## 2753 Rural 217.55 smokes 27.00 0
## 2754 Urban 123.66 never smoked 28.00 0
## 2755 Urban 112.16 Unknown 28.00 0
## 2756 Urban 88.43 Unknown 27.00 0
## 2757 Urban 86.03 never smoked 23.00 0
## 2758 Urban 227.96 Unknown 24.00 0
## 2759 Rural 85.60 Unknown 26.00 0
## 2760 Rural 111.68 never smoked 23.00 0
## 2761 Urban 73.49 never smoked 26.00 0
## 2762 Urban 87.82 formerly smoked 25.00 0
## 2763 Rural 99.29 Unknown 26.00 0
## 2764 Rural 63.73 Unknown 27.00 0
## 2765 Urban 85.55 never smoked 27.00 0
## 2766 Urban 79.20 never smoked 27.00 0
## 2767 Urban 105.93 never smoked 23.00 0
## 2768 Urban 94.19 formerly smoked 23.00 0
## 2769 Rural 231.71 Unknown 26.00 0
## 2770 Rural 69.28 formerly smoked 27.00 0
## 2771 Urban 71.37 never smoked 23.00 0
## 2772 Urban 110.18 formerly smoked 23.00 0
## 2773 Rural 59.68 formerly smoked 29.94 0
## 2774 Urban 94.24 formerly smoked 27.00 0
## 2775 Rural 82.10 Unknown 27.00 0
## 2776 Urban 62.62 formerly smoked 25.00 0
## 2777 Urban 107.83 Unknown 25.00 0
## 2778 Urban 107.59 formerly smoked 23.00 0
## 2779 Urban 116.98 never smoked 23.00 0
## 2780 Rural 84.10 Unknown 23.00 0
## 2781 Urban 160.64 smokes 24.00 0
## 2782 Urban 84.40 never smoked 27.00 0
## 2783 Rural 81.13 never smoked 26.00 0
## 2784 Urban 88.19 never smoked 23.00 0
## 2785 Rural 127.13 Unknown 25.00 0
## 2786 Rural 119.61 Unknown 24.00 0
## 2787 Urban 143.47 formerly smoked 26.00 0
## 2788 Rural 84.60 smokes 26.00 0
## 2789 Rural 110.72 never smoked 27.00 0
## 2790 Rural 158.93 smokes 24.00 0
## 2791 Rural 68.94 Unknown 25.48 0
## 2792 Rural 69.38 Unknown 25.00 0
## 2793 Urban 72.00 never smoked 27.00 0
## 2794 Rural 57.76 smokes 28.00 0
## 2795 Rural 108.65 never smoked 24.00 0
## 2796 Rural 65.42 never smoked 28.00 0
## 2797 Rural 78.93 formerly smoked 25.00 0
## 2798 Rural 98.34 Unknown 26.00 0
## 2799 Rural 82.57 Unknown 27.00 0
## 2800 Urban 124.37 never smoked 24.00 0
## 2801 Urban 100.96 never smoked 24.85 0
## 2802 Urban 75.22 Unknown 27.00 0
## 2803 Urban 59.85 never smoked 28.00 0
## 2804 Rural 104.75 Unknown 27.00 0
## 2805 Rural 70.98 Unknown 25.00 0
## 2806 Rural 92.77 Unknown 27.00 0
## 2807 Urban 82.12 smokes 24.00 0
## 2808 Rural 106.35 never smoked 27.00 0
## 2809 Rural 77.33 Unknown 28.00 0
## 2810 Urban 96.01 Unknown 24.00 0
## 2811 Urban 107.49 never smoked 27.00 0
## 2812 Rural 88.47 smokes 28.00 0
## 2813 Rural 87.92 Unknown 23.00 0
## 2814 Urban 91.13 never smoked 24.00 0
## 2815 Rural 80.72 formerly smoked 26.00 0
## 2816 Rural 59.83 never smoked 23.00 0
## 2817 Urban 67.02 formerly smoked 25.35 0
## 2818 Rural 60.22 never smoked 25.16 0
## 2819 Rural 82.41 smokes 26.00 0
## 2820 Urban 75.78 Unknown 26.00 0
## 2821 Rural 102.42 never smoked 27.00 0
## 2822 Rural 98.45 Unknown 23.00 0
## 2823 Urban 93.51 smokes 24.00 0
## 2824 Rural 113.68 Unknown 26.00 0
## 2825 Rural 97.41 never smoked 26.00 0
## 2826 Urban 58.65 smokes 24.00 0
## 2827 Rural 81.68 Unknown 24.00 0
## 2828 Urban 148.52 Unknown 28.00 0
## 2829 Urban 77.55 formerly smoked 23.00 0
## 2830 Rural 142.12 smokes 24.00 0
## 2831 Urban 125.30 formerly smoked 24.00 0
## 2832 Rural 118.81 smokes 23.00 0
## 2833 Urban 84.16 smokes 25.00 0
## 2834 Urban 78.74 smokes 24.00 0
## 2835 Urban 57.51 Unknown 24.00 0
## 2836 Urban 61.11 never smoked 23.00 0
## 2837 Urban 78.30 Unknown 26.00 0
## 2838 Urban 76.19 never smoked 25.00 0
## 2839 Rural 115.99 never smoked 24.00 0
## 2840 Rural 100.80 never smoked 23.00 0
## 2841 Urban 98.27 Unknown 27.00 0
## 2842 Rural 93.85 never smoked 26.00 0
## 2843 Rural 94.69 smokes 23.00 0
## 2844 Urban 136.23 Unknown 26.00 0
## 2845 Rural 56.12 smokes 23.00 0
## 2846 Rural 93.03 Unknown 25.00 0
## 2847 Rural 196.81 never smoked 23.00 0
## 2848 Rural 87.81 formerly smoked 26.00 0
## 2849 Urban 222.66 formerly smoked 24.00 0
## 2850 Rural 223.58 never smoked 25.00 0
## 2851 Urban 85.77 never smoked 23.00 0
## 2852 Rural 88.23 Unknown 25.00 0
## 2853 Urban 73.65 Unknown 26.00 0
## 2854 Urban 141.80 never smoked 28.00 0
## 2855 Rural 92.65 Unknown 27.00 0
## 2856 Rural 198.79 smokes 28.00 0
## 2857 Rural 61.04 Unknown 24.00 0
## 2858 Rural 102.88 Unknown 28.00 0
## 2859 Urban 123.39 Unknown 27.00 0
## 2860 Rural 67.07 never smoked 25.00 0
## 2861 Rural 69.88 smokes 27.00 0
## 2862 Urban 57.02 Unknown 27.00 0
## 2863 Urban 123.81 never smoked 23.00 0
## 2864 Rural 73.36 formerly smoked 28.00 0
## 2865 Rural 90.54 never smoked 25.00 0
## 2866 Urban 69.24 never smoked 19.12 0
## 2867 Urban 192.39 never smoked 28.00 0
## 2868 Rural 233.30 Unknown 28.00 0
## 2869 Urban 74.35 formerly smoked 25.00 0
## 2870 Rural 71.94 smokes 27.00 0
## 2871 Rural 82.35 never smoked 24.00 0
## 2872 Rural 73.28 never smoked 26.00 0
## 2873 Rural 97.57 Unknown 24.00 0
## 2874 Rural 83.30 smokes 25.00 0
## 2875 Urban 85.07 Unknown 27.00 0
## 2876 Urban 60.40 Unknown 26.00 0
## 2877 Urban 79.96 formerly smoked 25.00 0
## 2878 Rural 70.96 Unknown 25.00 0
## 2879 Urban 82.86 never smoked 28.00 0
## 2880 Rural 97.87 smokes 23.00 0
## 2881 Rural 201.38 never smoked 23.00 0
## 2882 Urban 91.82 Unknown 25.00 0
## 2883 Rural 91.85 smokes 23.00 0
## 2884 Urban 99.23 formerly smoked 27.00 0
## 2885 Urban 68.13 formerly smoked 21.45 0
## 2886 Rural 93.76 formerly smoked 27.00 0
## 2887 Rural 103.89 never smoked 24.00 0
## 2888 Urban 87.39 Unknown 27.00 0
## 2889 Urban 89.53 Unknown 26.00 0
## 2890 Urban 66.61 Unknown 25.00 0
## 2891 Rural 236.14 Unknown 24.00 0
## 2892 Urban 99.76 formerly smoked 25.00 0
## 2893 Urban 87.09 Unknown 24.00 0
## 2894 Urban 193.81 never smoked 27.00 0
## 2895 Rural 97.27 never smoked 25.00 0
## 2896 Urban 137.77 never smoked 26.00 0
## 2897 Urban 105.19 smokes 25.00 0
## 2898 Urban 82.72 never smoked 24.00 0
## 2899 Urban 58.35 Unknown 25.00 0
## 2900 Urban 68.79 never smoked 27.00 0
## 2901 Urban 94.19 never smoked 25.00 0
## 2902 Rural 121.17 formerly smoked 24.00 0
## 2903 Rural 106.41 never smoked 23.00 0
## 2904 Rural 104.79 Unknown 23.00 0
## 2905 Urban 82.18 never smoked 28.00 0
## 2906 Urban 96.81 smokes 25.00 0
## 2907 Rural 107.42 formerly smoked 25.00 0
## 2908 Rural 69.20 never smoked 28.00 0
## 2909 Urban 92.73 never smoked 27.00 0
## 2910 Urban 86.11 never smoked 27.00 0
## 2911 Rural 111.78 smokes 24.00 0
## 2912 Urban 122.26 never smoked 23.00 0
## 2913 Rural 78.16 never smoked 24.00 0
## 2914 Rural 105.77 never smoked 26.00 0
## 2915 Urban 102.97 smokes 25.00 0
## 2916 Urban 77.53 formerly smoked 23.00 0
## 2917 Urban 77.35 never smoked 24.00 0
## 2918 Urban 82.36 Unknown 25.00 0
## 2919 Rural 239.95 smokes 27.00 0
## 2920 Urban 61.96 smokes 28.00 0
## 2921 Rural 72.10 never smoked 26.00 0
## 2922 Rural 107.97 Unknown 27.00 0
## 2923 Urban 60.77 smokes 28.00 0
## 2924 Urban 71.06 never smoked 27.00 0
## 2925 Urban 60.36 never smoked 24.00 0
## 2926 Urban 83.33 Unknown 32.66 0
## 2927 Urban 65.33 never smoked 21.02 0
## 2928 Urban 113.28 never smoked 24.00 0
## 2929 Urban 170.88 Unknown 25.00 0
## 2930 Urban 103.34 Unknown 27.00 0
## 2931 Rural 106.08 formerly smoked 23.00 0
## 2932 Urban 156.45 never smoked 23.00 0
## 2933 Urban 60.05 Unknown 28.00 0
## 2934 Rural 114.05 never smoked 25.00 0
## 2935 Urban 202.21 formerly smoked 27.00 0
## 2936 Rural 57.28 never smoked 23.00 0
## 2937 Rural 99.49 Unknown 23.00 0
## 2938 Urban 63.60 never smoked 28.00 0
## 2939 Urban 80.01 formerly smoked 28.00 0
## 2940 Urban 58.42 formerly smoked 26.00 0
## 2941 Urban 67.38 formerly smoked 26.00 0
## 2942 Rural 73.58 Unknown 23.00 0
## 2943 Urban 103.92 Unknown 23.00 0
## 2944 Rural 80.22 never smoked 27.00 0
## 2945 Rural 103.76 never smoked 28.00 0
## 2946 Urban 77.06 never smoked 24.00 0
## 2947 Rural 90.22 Unknown 28.00 0
## 2948 Urban 181.30 never smoked 25.00 0
## 2949 Rural 85.29 formerly smoked 18.87 0
## 2950 Urban 107.59 smokes 25.00 0
## 2951 Urban 87.72 smokes 28.00 0
## 2952 Rural 70.73 smokes 27.00 0
## 2953 Urban 72.75 Unknown 23.00 0
## 2954 Rural 95.47 smokes 23.00 0
## 2955 Urban 70.54 Unknown 25.00 0
## 2956 Urban 100.03 never smoked 28.00 0
## 2957 Rural 59.78 Unknown 26.00 0
## 2958 Urban 198.79 never smoked 28.00 0
## 2959 Rural 90.39 never smoked 27.00 0
## 2960 Rural 147.04 Unknown 27.00 0
## 2961 Urban 202.55 formerly smoked 25.00 0
## 2962 Rural 64.92 smokes 23.00 0
## 2963 Rural 154.60 formerly smoked 25.00 0
## 2964 Urban 95.98 smokes 24.00 0
## 2965 Rural 102.51 smokes 27.82 0
## 2966 Urban 96.52 Unknown 23.00 0
## 2967 Rural 232.12 never smoked 23.00 0
## 2968 Rural 78.12 Unknown 26.00 0
## 2969 Urban 70.04 never smoked 26.00 0
## 2970 Rural 97.61 smokes 23.00 0
## 2971 Urban 113.11 Unknown 28.00 0
## 2972 Rural 71.06 formerly smoked 27.00 0
## 2973 Rural 104.95 Unknown 26.00 0
## 2974 Urban 81.94 smokes 24.00 0
## 2975 Urban 96.37 formerly smoked 24.00 0
## 2976 Rural 114.16 never smoked 28.00 0
## 2977 Rural 93.58 smokes 28.00 0
## 2978 Urban 73.89 Unknown 28.00 0
## 2979 Rural 107.83 smokes 23.00 0
## 2980 Urban 107.21 formerly smoked 27.00 0
## 2981 Rural 99.35 smokes 28.00 0
## 2982 Rural 203.57 Unknown 25.00 0
## 2983 Rural 81.51 never smoked 26.00 0
## 2984 Rural 69.26 formerly smoked 24.00 0
## 2985 Urban 111.47 never smoked 26.00 0
## 2986 Rural 86.09 never smoked 25.00 0
## 2987 Rural 72.94 formerly smoked 27.00 0
## 2988 Urban 76.77 Unknown 24.00 0
## 2989 Rural 60.32 never smoked 25.00 0
## 2990 Rural 133.24 never smoked 26.00 0
## 2991 Rural 65.01 formerly smoked 25.00 0
## 2992 Urban 74.63 never smoked 24.00 0
## 2993 Rural 230.78 never smoked 26.00 0
## 2994 Urban 72.50 formerly smoked 23.00 0
## 2995 Urban 68.48 never smoked 28.00 0
## 2996 Urban 85.03 formerly smoked 28.00 0
## 2997 Urban 80.76 smokes 28.00 0
## 2998 Urban 204.98 formerly smoked 26.00 0
## 2999 Rural 95.36 formerly smoked 25.41 0
## 3000 Urban 110.33 Unknown 23.00 0
## 3001 Urban 89.18 formerly smoked 24.00 0
## 3002 Rural 91.53 formerly smoked 26.00 0
## 3003 Rural 65.16 never smoked 25.00 0
## 3004 Rural 74.53 never smoked 26.00 0
## 3005 Rural 93.29 Unknown 25.00 0
## 3006 Urban 227.89 formerly smoked 28.00 0
## 3007 Urban 121.46 Unknown 27.00 0
## 3008 Rural 69.35 never smoked 24.00 0
## 3009 Rural 216.71 never smoked 27.00 0
## 3010 Rural 74.96 Unknown 25.00 0
## 3011 Rural 75.25 smokes 28.00 0
## 3012 Rural 91.82 formerly smoked 27.00 0
## 3013 Urban 56.37 smokes 27.00 0
## 3014 Rural 149.15 Unknown 25.00 0
## 3015 Urban 202.67 formerly smoked 24.00 0
## 3016 Rural 65.38 Unknown 26.00 0
## 3017 Urban 90.31 smokes 27.00 0
## 3018 Rural 221.80 formerly smoked 25.00 0
## 3019 Rural 73.39 Unknown 25.00 0
## 3020 Urban 147.12 formerly smoked 23.00 0
## 3021 Urban 109.85 Unknown 23.00 0
## 3022 Rural 103.21 formerly smoked 25.00 0
## 3023 Urban 81.25 smokes 28.00 0
## 3024 Urban 84.69 never smoked 28.00 0
## 3025 Rural 87.10 smokes 24.00 0
## 3026 Rural 81.92 Unknown 25.00 0
## 3027 Urban 90.91 Unknown 28.00 0
## 3028 Urban 64.40 never smoked 26.00 0
## 3029 Rural 85.48 smokes 27.00 0
## 3030 Rural 67.29 formerly smoked 23.00 0
## 3031 Urban 124.48 Unknown 24.00 0
## 3032 Urban 62.89 Unknown 27.00 0
## 3033 Urban 87.51 formerly smoked 25.00 0
## 3034 Urban 93.15 Unknown 24.00 0
## 3035 Urban 64.87 Unknown 27.00 0
## 3036 Urban 90.68 smokes 24.00 0
## 3037 Urban 104.64 Unknown 27.00 0
## 3038 Urban 92.44 never smoked 26.00 0
## 3039 Rural 120.46 Unknown 23.00 0
## 3040 Urban 89.87 never smoked 23.50 0
## 3041 Urban 105.28 formerly smoked 28.00 0
## 3042 Rural 131.80 never smoked 25.00 0
## 3043 Rural 66.33 Unknown 27.00 0
## 3044 Rural 101.07 Unknown 23.00 0
## 3045 Rural 83.37 formerly smoked 25.00 0
## 3046 Urban 79.80 smokes 28.00 0
## 3047 Rural 103.17 formerly smoked 26.00 0
## 3048 Urban 62.52 never smoked 23.00 0
## 3049 Urban 75.78 smokes 28.00 0
## 3050 Urban 110.36 formerly smoked 26.00 0
## 3051 Rural 140.07 never smoked 23.00 0
## 3052 Rural 84.86 never smoked 24.00 0
## 3053 Rural 106.85 never smoked 27.00 0
## 3054 Rural 102.07 never smoked 26.00 0
## 3055 Urban 202.38 Unknown 28.00 0
## 3056 Urban 67.07 never smoked 23.00 0
## 3057 Rural 73.70 never smoked 28.00 0
## 3058 Urban 77.59 never smoked 27.00 0
## 3059 Rural 69.16 Unknown 26.00 0
## 3060 Urban 91.44 Unknown 25.00 0
## 3061 Rural 215.81 never smoked 28.00 0
## 3062 Rural 65.40 formerly smoked 26.00 0
## 3063 Urban 139.72 never smoked 25.00 0
## 3064 Urban 72.81 Unknown 24.00 0
## 3065 Urban 149.17 never smoked 23.00 0
## 3066 Urban 125.74 Unknown 28.00 0
## 3067 Urban 90.21 never smoked 26.00 0
## 3068 Urban 139.48 formerly smoked 25.00 0
## 3069 Urban 90.77 never smoked 25.00 0
## 3070 Urban 220.24 never smoked 25.00 0
## 3071 Rural 81.42 never smoked 24.94 0
## 3072 Urban 102.36 never smoked 27.00 0
## 3073 Urban 82.85 smokes 24.00 0
## 3074 Urban 102.11 never smoked 27.00 0
## 3075 Rural 195.61 never smoked 26.00 0
## 3076 Urban 80.92 smokes 26.00 0
## 3077 Rural 71.80 never smoked 28.00 0
## 3078 Urban 88.47 never smoked 27.00 0
## 3079 Urban 67.68 formerly smoked 27.00 0
## 3080 Rural 98.65 Unknown 27.00 0
## 3081 Rural 83.58 never smoked 26.00 0
## 3082 Rural 104.04 formerly smoked 24.00 0
## 3083 Rural 69.40 Unknown 28.00 0
## 3084 Urban 106.22 never smoked 28.00 0
## 3085 Rural 112.46 never smoked 28.00 0
## 3086 Rural 72.42 never smoked 19.23 0
## 3087 Rural 96.73 never smoked 26.00 0
## 3088 Urban 107.40 Unknown 26.00 0
## 3089 Urban 267.61 smokes 23.00 0
## 3090 Rural 109.46 never smoked 27.00 0
## 3091 Rural 120.05 Unknown 24.00 0
## 3092 Rural 106.33 Unknown 26.00 0
## 3093 Urban 97.28 Unknown 23.00 0
## 3094 Rural 83.13 smokes 24.00 0
## 3095 Urban 97.35 Unknown 23.00 0
## 3096 Urban 79.54 Unknown 23.00 0
## 3097 Urban 76.55 Unknown 26.00 0
## 3098 Urban 56.11 Unknown 27.00 0
## 3099 Rural 91.36 formerly smoked 24.00 0
## 3100 Rural 79.27 smokes 27.00 0
## 3101 Urban 113.21 smokes 24.00 0
## 3102 Urban 105.99 never smoked 28.00 0
## 3103 Rural 59.93 formerly smoked 25.00 0
## 3104 Rural 88.83 Unknown 23.00 0
## 3105 Urban 73.37 smokes 23.00 0
## 3106 Urban 115.42 smokes 24.00 0
## 3107 Rural 71.93 Unknown 24.00 0
## 3108 Rural 96.43 Unknown 28.00 0
## 3109 Urban 161.95 never smoked 23.00 0
## 3110 Urban 104.55 smokes 23.00 0
## 3111 Urban 71.25 Unknown 23.00 0
## 3112 Urban 160.87 formerly smoked 26.00 0
## 3113 Urban 82.02 smokes 27.00 0
## 3114 Urban 78.02 never smoked 26.00 0
## 3115 Urban 115.21 Unknown 24.69 0
## 3116 Urban 65.12 never smoked 28.00 0
## 3117 Rural 143.33 formerly smoked 26.00 0
## 3118 Rural 80.55 Unknown 27.00 0
## 3119 Urban 88.20 never smoked 24.00 0
## 3120 Rural 147.42 Unknown 23.00 0
## 3121 Rural 86.53 never smoked 26.00 0
## 3122 Rural 91.95 Unknown 28.00 0
## 3123 Rural 63.72 smokes 23.00 0
## 3124 Rural 63.78 never smoked 23.00 0
## 3125 Urban 55.64 never smoked 24.00 0
## 3126 Urban 88.88 never smoked 25.00 0
## 3127 Urban 114.61 formerly smoked 28.00 0
## 3128 Rural 56.08 formerly smoked 23.00 0
## 3129 Rural 59.62 never smoked 27.00 0
## 3130 Urban 75.85 Unknown 22.33 0
## 3131 Rural 176.71 never smoked 24.00 0
## 3132 Urban 80.07 Unknown 27.00 0
## 3133 Rural 56.33 Unknown 27.00 0
## 3134 Urban 87.16 never smoked 24.00 0
## 3135 Rural 102.46 never smoked 23.00 0
## 3136 Rural 84.10 Unknown 23.00 0
## 3137 Rural 161.00 smokes 26.00 0
## 3138 Urban 70.70 Unknown 27.00 0
## 3139 Rural 81.26 Unknown 26.00 0
## 3140 Rural 157.67 formerly smoked 23.00 0
## 3141 Urban 89.59 Unknown 24.00 0
## 3142 Urban 64.02 smokes 27.00 0
## 3143 Rural 110.69 Unknown 26.00 0
## 3144 Rural 71.97 never smoked 27.00 0
## 3145 Rural 82.07 Unknown 24.00 0
## 3146 Rural 65.07 never smoked 27.00 0
## 3147 Rural 207.62 never smoked 24.00 0
## 3148 Urban 108.64 never smoked 25.00 0
## 3149 Urban 201.58 Unknown 26.00 0
## 3150 Urban 116.20 formerly smoked 27.00 0
## 3151 Rural 231.43 smokes 23.00 0
## 3152 Urban 112.62 never smoked 25.00 0
## 3153 Urban 220.26 formerly smoked 28.00 0
## 3154 Urban 84.37 Unknown 27.00 0
## 3155 Rural 82.83 formerly smoked 27.00 0
## 3156 Urban 102.48 formerly smoked 26.00 0
## 3157 Rural 69.12 never smoked 28.00 0
## 3158 Urban 211.12 never smoked 28.00 0
## 3159 Rural 95.38 formerly smoked 23.00 0
## 3160 Rural 108.72 formerly smoked 23.00 0
## 3161 Rural 88.65 never smoked 28.00 0
## 3162 Urban 177.91 Unknown 24.00 0
## 3163 Urban 90.19 Unknown 24.00 0
## 3164 Rural 73.78 smokes 27.00 0
## 3165 Urban 82.85 smokes 26.00 0
## 3166 Rural 59.48 Unknown 25.00 0
## 3167 Rural 75.77 formerly smoked 26.00 0
## 3168 Rural 80.96 formerly smoked 26.32 0
## 3169 Rural 82.40 smokes 25.27 0
## 3170 Urban 78.93 Unknown 27.00 0
## 3171 Urban 80.59 Unknown 25.00 0
## 3172 Urban 70.59 Unknown 26.00 0
## 3173 Rural 98.57 never smoked 24.00 0
## 3174 Rural 61.87 Unknown 26.00 0
## 3175 Urban 68.88 Unknown 26.00 0
## 3176 Urban 66.25 Unknown 27.00 0
## 3177 Rural 84.18 smokes 23.00 0
## 3178 Rural 69.23 smokes 26.00 0
## 3179 Rural 73.20 Unknown 25.00 0
## 3180 Urban 103.45 smokes 24.00 0
## 3181 Urban 104.86 never smoked 24.00 0
## 3182 Urban 90.30 smokes 23.00 0
## 3183 Rural 90.87 never smoked 25.00 0
## 3184 Rural 76.21 Unknown 23.00 0
## 3185 Rural 74.14 formerly smoked 25.00 0
## 3186 Urban 87.25 smokes 24.00 0
## 3187 Rural 215.33 formerly smoked 27.00 0
## 3188 Urban 88.38 smokes 23.00 0
## 3189 Rural 104.40 never smoked 25.00 0
## 3190 Urban 104.92 never smoked 26.00 0
## 3191 Urban 106.54 never smoked 24.00 0
## 3192 Rural 62.91 never smoked 23.00 0
## 3193 Rural 61.47 never smoked 28.00 0
## 3194 Rural 88.50 formerly smoked 28.00 0
## 3195 Rural 107.61 Unknown 25.00 0
## 3196 Urban 90.77 formerly smoked 28.00 0
## 3197 Urban 137.91 never smoked 27.00 0
## 3198 Rural 212.02 Unknown 24.00 0
## 3199 Urban 228.20 never smoked 25.00 0
## 3200 Urban 92.15 never smoked 25.00 0
## 3201 Urban 126.32 Unknown 28.00 0
## 3202 Rural 94.96 formerly smoked 25.00 0
## 3203 Urban 89.52 Unknown 23.00 0
## 3204 Rural 66.59 formerly smoked 26.00 0
## 3205 Urban 80.10 never smoked 23.00 0
## 3206 Urban 73.72 smokes 24.00 0
## 3207 Urban 90.49 formerly smoked 23.00 0
## 3208 Urban 92.99 formerly smoked 23.00 0
## 3209 Rural 62.57 never smoked 23.00 0
## 3210 Rural 65.51 formerly smoked 28.00 0
## 3211 Urban 95.29 smokes 24.00 0
## 3212 Urban 83.70 never smoked 23.00 0
## 3213 Rural 63.16 formerly smoked 25.00 0
## 3214 Urban 87.77 Unknown 26.00 0
## 3215 Urban 87.23 formerly smoked 26.00 0
## 3216 Urban 260.85 Unknown 27.00 0
## 3217 Rural 104.45 never smoked 27.00 0
## 3218 Urban 87.52 Unknown 23.00 0
## 3219 Rural 113.65 never smoked 28.00 0
## 3220 Rural 65.93 never smoked 26.00 0
## 3221 Urban 93.78 never smoked 23.00 0
## 3222 Rural 223.90 formerly smoked 26.00 0
## 3223 Urban 77.54 Unknown 23.00 0
## 3224 Urban 93.18 formerly smoked 27.00 0
## 3225 Rural 169.74 never smoked 25.00 0
## 3226 Urban 101.93 Unknown 23.00 0
## 3227 Urban 125.03 Unknown 23.00 0
## 3228 Urban 82.25 formerly smoked 24.00 0
## 3229 Urban 85.81 formerly smoked 25.00 0
## 3230 Rural 85.27 never smoked 28.77 0
## 3231 Urban 86.06 never smoked 26.00 0
## 3232 Urban 104.36 smokes 28.00 0
## 3233 Urban 78.29 formerly smoked 27.00 0
## 3234 Urban 93.55 Unknown 27.00 0
## 3235 Rural 207.96 formerly smoked 26.76 0
## 3236 Rural 105.52 never smoked 28.00 0
## 3237 Rural 109.27 formerly smoked 25.00 0
## 3238 Urban 91.34 never smoked 28.00 0
## 3239 Rural 176.78 never smoked 28.00 0
## 3240 Rural 67.73 never smoked 28.00 0
## 3241 Rural 73.27 Unknown 23.00 0
## 3242 Rural 70.29 formerly smoked 25.00 0
## 3243 Rural 91.47 Unknown 23.00 0
## 3244 Urban 205.01 formerly smoked 26.00 0
## 3245 Rural 73.87 Unknown 24.00 0
## 3246 Rural 64.44 formerly smoked 26.00 0
## 3247 Rural 111.65 formerly smoked 26.00 0
## 3248 Rural 90.65 formerly smoked 23.00 0
## 3249 Urban 94.20 smokes 24.00 0
## 3250 Urban 56.95 Unknown 23.00 0
## 3251 Rural 92.37 never smoked 26.00 0
## 3252 Rural 127.23 Unknown 28.00 0
## 3253 Rural 191.78 Unknown 28.00 0
## 3254 Rural 86.36 smokes 24.00 0
## 3255 Urban 82.72 smokes 28.00 0
## 3256 Urban 113.57 formerly smoked 20.87 0
## 3257 Urban 89.58 Unknown 24.00 0
## 3258 Rural 91.85 formerly smoked 28.00 0
## 3259 Urban 88.89 never smoked 25.00 0
## 3260 Urban 79.55 never smoked 23.00 0
## 3261 Urban 108.62 Unknown 23.00 0
## 3262 Urban 78.24 Unknown 27.00 0
## 3263 Rural 88.49 smokes 24.00 0
## 3264 Rural 91.85 formerly smoked 23.00 0
## 3265 Rural 72.01 formerly smoked 26.00 0
## 3266 Rural 81.96 never smoked 28.00 0
## 3267 Urban 70.56 smokes 23.00 0
## 3268 Urban 71.02 never smoked 28.00 0
## 3269 Rural 99.75 Unknown 25.00 0
## 3270 Urban 127.20 never smoked 26.00 0
## 3271 Rural 69.76 smokes 24.00 0
## 3272 Rural 74.63 formerly smoked 26.00 0
## 3273 Rural 102.27 formerly smoked 23.00 0
## 3274 Rural 73.56 smokes 27.00 0
## 3275 Urban 57.77 formerly smoked 25.46 0
## 3276 Urban 151.25 never smoked 23.00 0
## 3277 Urban 78.32 Unknown 24.00 0
## 3278 Rural 71.50 never smoked 28.00 0
## 3279 Urban 84.70 never smoked 24.00 0
## 3280 Urban 127.28 Unknown 23.00 0
## 3281 Rural 80.72 Unknown 23.00 0
## 3282 Rural 73.92 Unknown 28.00 0
## 3283 Urban 93.24 Unknown 25.00 0
## 3284 Urban 72.60 never smoked 26.00 0
## 3285 Rural 69.77 never smoked 26.00 0
## 3286 Urban 84.43 smokes 23.00 0
## 3287 Rural 84.13 never smoked 25.00 0
## 3288 Rural 81.54 formerly smoked 26.00 0
## 3289 Rural 57.17 formerly smoked 26.00 0
## 3290 Rural 86.15 never smoked 27.00 0
## 3291 Rural 163.02 never smoked 28.00 0
## 3292 Urban 110.41 never smoked 25.00 0
## 3293 Rural 102.58 never smoked 27.00 0
## 3294 Urban 90.97 Unknown 28.00 0
## 3295 Rural 140.96 smokes 25.00 0
## 3296 Rural 70.33 Unknown 26.53 0
## 3297 Rural 64.18 never smoked 26.00 0
## 3298 Rural 127.57 never smoked 26.00 0
## 3299 Urban 109.23 never smoked 25.00 0
## 3300 Urban 124.49 never smoked 25.00 0
## 3301 Rural 142.82 never smoked 26.00 0
## 3302 Rural 75.69 Unknown 28.00 0
## 3303 Urban 74.08 Unknown 27.00 0
## 3304 Urban 75.98 Unknown 34.84 0
## 3305 Rural 57.80 Unknown 28.00 0
## 3306 Urban 76.44 Unknown 28.00 0
## 3307 Urban 214.43 smokes 24.00 0
## 3308 Urban 79.03 Unknown 26.00 0
## 3309 Urban 66.46 formerly smoked 26.00 0
## 3310 Urban 56.42 never smoked 23.00 0
## 3311 Rural 112.72 Unknown 24.00 0
## 3312 Urban 114.02 Unknown 27.00 0
## 3313 Urban 72.33 smokes 23.00 0
## 3314 Rural 55.59 Unknown 26.10 0
## 3315 Rural 73.48 never smoked 24.00 0
## 3316 Urban 105.05 Unknown 26.00 0
## 3317 Urban 84.78 formerly smoked 27.00 0
## 3318 Rural 164.77 never smoked 24.00 0
## 3319 Rural 220.64 never smoked 25.00 0
## 3320 Urban 159.39 Unknown 27.00 0
## 3321 Urban 69.53 never smoked 28.00 0
## 3322 Urban 81.42 Unknown 26.00 0
## 3323 Urban 83.93 formerly smoked 24.00 0
## 3324 Rural 98.90 Unknown 26.00 0
## 3325 Urban 82.64 Unknown 28.00 0
## 3326 Rural 112.54 formerly smoked 25.00 0
## 3327 Rural 75.25 formerly smoked 27.00 0
## 3328 Urban 204.77 never smoked 26.00 0
## 3329 Urban 63.86 smokes 27.00 0
## 3330 Rural 72.20 Unknown 24.00 0
## 3331 Urban 80.08 never smoked 24.00 0
## 3332 Urban 101.61 Unknown 26.00 0
## 3333 Urban 114.32 Unknown 24.00 0
## 3334 Rural 80.82 never smoked 27.00 0
## 3335 Rural 90.60 never smoked 26.00 0
## 3336 Rural 93.67 Unknown 25.00 0
## 3337 Rural 87.15 never smoked 27.00 0
## 3338 Urban 80.72 smokes 23.00 0
## 3339 Urban 83.16 Unknown 27.00 0
## 3340 Rural 98.14 Unknown 25.00 0
## 3341 Urban 83.13 Unknown 25.00 0
## 3342 Rural 134.24 Unknown 23.00 0
## 3343 Urban 248.37 smokes 27.00 0
## 3344 Rural 61.75 Unknown 28.00 0
## 3345 Urban 70.55 Unknown 28.00 0
## 3346 Rural 124.38 formerly smoked 25.33 0
## 3347 Rural 92.21 never smoked 27.00 0
## 3348 Urban 148.72 never smoked 23.00 0
## 3349 Urban 79.25 Unknown 25.40 0
## 3350 Urban 82.09 smokes 26.72 0
## 3351 Urban 194.53 never smoked 25.00 0
## 3352 Rural 98.84 Unknown 23.85 0
## 3353 Rural 135.74 formerly smoked 25.00 0
## 3354 Rural 66.55 Unknown 25.00 0
## 3355 Urban 115.69 never smoked 24.00 0
## 3356 Rural 67.76 never smoked 25.00 0
## 3357 Rural 88.65 formerly smoked 28.00 0
## 3358 Rural 106.11 Unknown 28.00 0
## 3359 Rural 95.49 Unknown 23.00 0
## 3360 Urban 59.07 never smoked 25.00 0
## 3361 Urban 228.92 formerly smoked 23.00 0
## 3362 Rural 62.89 Unknown 27.00 0
## 3363 Rural 96.84 Unknown 23.00 0
## 3364 Rural 81.25 smokes 23.00 0
## 3365 Urban 92.71 formerly smoked 24.00 0
## 3366 Rural 85.59 Unknown 24.00 0
## 3367 Urban 89.06 never smoked 24.00 0
## 3368 Urban 87.44 Unknown 28.00 0
## 3369 Urban 64.07 Unknown 26.00 0
## 3370 Urban 79.39 formerly smoked 28.00 0
## 3371 Rural 67.84 Unknown 26.00 0
## 3372 Rural 81.73 never smoked 28.00 0
## 3373 Urban 105.52 formerly smoked 25.00 0
## 3374 Rural 77.55 Unknown 28.00 0
## 3375 Urban 127.42 Unknown 25.00 0
## 3376 Urban 227.68 never smoked 30.51 0
## 3377 Rural 226.73 never smoked 28.00 0
## 3378 Urban 89.74 never smoked 23.00 0
## 3379 Rural 219.17 never smoked 26.00 0
## 3380 Urban 74.85 formerly smoked 24.00 0
## 3381 Urban 55.96 never smoked 27.00 0
## 3382 Urban 215.92 smokes 25.00 0
## 3383 Urban 84.40 smokes 23.00 0
## 3384 Urban 104.05 never smoked 27.00 0
## 3385 Urban 62.54 smokes 24.00 0
## 3386 Rural 87.54 Unknown 28.00 0
## 3387 Urban 76.81 smokes 26.00 0
## 3388 Rural 198.12 never smoked 26.00 0
## 3389 Rural 78.00 formerly smoked 26.00 0
## 3390 Urban 79.44 never smoked 28.00 0
## 3391 Rural 75.82 never smoked 27.00 0
## 3392 Urban 240.86 never smoked 28.00 0
## 3393 Urban 89.28 Unknown 25.00 0
## 3394 Rural 263.56 never smoked 27.00 0
## 3395 Urban 81.13 never smoked 25.00 0
## 3396 Urban 118.44 never smoked 25.00 0
## 3397 Rural 97.37 smokes 24.00 0
## 3398 Urban 80.51 Unknown 27.00 0
## 3399 Rural 78.88 never smoked 25.71 0
## 3400 Rural 83.61 smokes 28.00 0
## 3401 Urban 73.19 never smoked 24.00 0
## 3402 Urban 68.91 Unknown 25.00 0
## 3403 Rural 104.30 Unknown 24.00 0
## 3404 Urban 87.87 never smoked 24.00 0
## 3405 Urban 96.70 Unknown 27.00 0
## 3406 Rural 91.05 formerly smoked 24.00 0
## 3407 Rural 200.14 smokes 25.00 0
## 3408 Urban 73.04 never smoked 23.00 0
## 3409 Rural 85.81 never smoked 27.00 0
## 3410 Urban 65.41 smokes 23.00 0
## 3411 Rural 108.68 never smoked 27.00 0
## 3412 Rural 88.79 never smoked 26.00 0
## 3413 Rural 107.82 never smoked 26.00 0
## 3414 Urban 97.39 never smoked 28.00 0
## 3415 Urban 141.09 Unknown 24.00 0
## 3416 Urban 122.38 Unknown 28.00 0
## 3417 Urban 77.91 formerly smoked 23.00 0
## 3418 Rural 103.60 never smoked 23.00 0
## 3419 Rural 159.70 Unknown 26.00 0
## 3420 Rural 118.22 formerly smoked 27.00 0
## 3421 Urban 84.50 Unknown 28.00 0
## 3422 Rural 85.59 never smoked 27.00 0
## 3423 Rural 84.42 Unknown 28.00 0
## 3424 Rural 100.98 Unknown 26.00 0
## 3425 Rural 81.11 formerly smoked 26.00 0
## 3426 Rural 235.45 formerly smoked 24.48 0
## 3427 Rural 79.20 never smoked 26.00 0
## 3428 Urban 207.71 Unknown 28.00 0
## 3429 Rural 99.84 never smoked 23.00 0
## 3430 Rural 98.05 never smoked 24.00 0
## 3431 Rural 105.90 Unknown 26.00 0
## 3432 Rural 107.55 Unknown 28.00 0
## 3433 Urban 146.21 Unknown 24.00 0
## 3434 Urban 79.94 never smoked 23.00 0
## 3435 Rural 72.28 Unknown 28.00 0
## 3436 Rural 123.10 Unknown 27.00 0
## 3437 Rural 67.06 smokes 28.00 0
## 3438 Rural 82.68 never smoked 27.00 0
## 3439 Rural 125.89 never smoked 28.00 0
## 3440 Urban 228.05 Unknown 23.00 0
## 3441 Urban 98.23 Unknown 23.00 0
## 3442 Urban 90.06 smokes 25.00 0
## 3443 Urban 119.90 smokes 27.00 0
## 3444 Urban 94.53 never smoked 24.00 0
## 3445 Urban 64.66 formerly smoked 24.00 0
## 3446 Urban 103.79 never smoked 28.00 0
## 3447 Urban 88.51 never smoked 25.00 0
## 3448 Rural 97.26 Unknown 28.00 0
## 3449 Urban 92.59 never smoked 23.00 0
## 3450 Rural 102.89 never smoked 28.00 0
## 3451 Rural 92.26 formerly smoked 25.00 0
## 3452 Rural 80.00 never smoked 24.00 0
## 3453 Urban 56.75 never smoked 28.38 0
## 3454 Urban 104.66 never smoked 27.00 0
## 3455 Rural 60.39 Unknown 25.00 0
## 3456 Urban 223.14 never smoked 25.00 0
## 3457 Urban 105.51 never smoked 25.00 0
## 3458 Urban 83.42 never smoked 27.00 0
## 3459 Urban 71.06 Unknown 23.00 0
## 3460 Urban 101.24 never smoked 24.00 0
## 3461 Urban 91.19 never smoked 28.00 0
## 3462 Urban 174.43 never smoked 24.00 0
## 3463 Urban 214.51 formerly smoked 23.00 0
## 3464 Rural 72.64 never smoked 24.00 0
## 3465 Urban 62.69 Unknown 23.00 0
## 3466 Rural 141.16 never smoked 27.00 0
## 3467 Rural 89.61 never smoked 23.00 0
## 3468 Rural 76.42 smokes 25.00 0
## 3469 Rural 124.38 never smoked 27.00 0
## 3470 Urban 111.81 formerly smoked 24.00 0
## 3471 Rural 57.57 Unknown 25.00 0
## 3472 Urban 77.82 formerly smoked 28.00 0
## 3473 Urban 60.09 Unknown 24.00 0
## 3474 Urban 91.02 never smoked 24.00 0
## 3475 Rural 65.46 formerly smoked 24.00 0
## 3476 Rural 131.19 smokes 25.00 0
## 3477 Rural 79.89 smokes 28.00 0
## 3478 Urban 74.54 Unknown 27.00 0
## 3479 Urban 231.31 never smoked 24.00 0
## 3480 Urban 91.57 formerly smoked 28.00 0
## 3481 Urban 238.78 formerly smoked 26.00 0
## 3482 Rural 87.18 formerly smoked 25.00 0
## 3483 Rural 78.94 Unknown 24.00 0
## 3484 Rural 69.01 Unknown 23.00 0
## 3485 Rural 110.28 never smoked 27.00 0
## 3486 Urban 71.66 never smoked 25.00 0
## 3487 Urban 62.57 Unknown 28.00 0
## 3488 Urban 83.64 smokes 28.30 0
## 3489 Urban 107.18 Unknown 28.00 0
## 3490 Rural 233.59 never smoked 26.00 0
## 3491 Urban 84.88 formerly smoked 26.00 0
## 3492 Rural 97.95 Unknown 27.00 0
## 3493 Rural 58.19 Unknown 28.00 0
## 3494 Rural 70.11 never smoked 27.00 0
## 3495 Urban 112.77 smokes 27.00 0
## 3496 Urban 75.46 formerly smoked 28.00 0
## 3497 Urban 63.63 smokes 28.00 0
## 3498 Urban 100.22 smokes 28.00 0
## 3499 Rural 81.77 never smoked 23.00 0
## 3500 Rural 94.25 never smoked 25.00 0
## 3501 Rural 188.13 formerly smoked 28.00 0
## 3502 Rural 164.70 Unknown 26.00 0
## 3503 Rural 68.27 Unknown 25.00 0
## 3504 Rural 79.81 formerly smoked 23.00 0
## 3505 Rural 100.12 formerly smoked 25.00 0
## 3506 Urban 151.23 never smoked 25.00 0
## 3507 Rural 112.41 never smoked 26.00 0
## 3508 Urban 205.97 formerly smoked 27.00 0
## 3509 Urban 112.19 never smoked 25.00 0
## 3510 Rural 71.93 never smoked 23.00 0
## 3511 Urban 190.89 never smoked 23.00 0
## 3512 Urban 138.02 smokes 27.00 0
## 3513 Rural 66.16 Unknown 24.00 0
## 3514 Rural 105.73 smokes 28.00 0
## 3515 Rural 78.34 Unknown 23.00 0
## 3516 Urban 102.10 formerly smoked 24.00 0
## 3517 Urban 97.37 smokes 26.00 0
## 3518 Urban 193.87 Unknown 26.00 0
## 3519 Rural 78.32 Unknown 26.00 0
## 3520 Rural 130.00 formerly smoked 24.00 0
## 3521 Urban 74.00 Unknown 28.00 0
## 3522 Rural 111.04 never smoked 24.00 0
## 3523 Urban 214.77 formerly smoked 26.00 0
## 3524 Rural 97.25 never smoked 24.00 0
## 3525 Urban 79.95 never smoked 23.00 0
## 3526 Urban 162.24 smokes 25.00 0
## 3527 Urban 74.36 Unknown 26.00 0
## 3528 Urban 69.68 Unknown 23.00 0
## 3529 Urban 98.35 never smoked 26.00 0
## 3530 Urban 75.73 never smoked 28.00 0
## 3531 Rural 85.86 Unknown 24.00 0
## 3532 Urban 80.34 never smoked 23.00 0
## 3533 Rural 73.76 Unknown 26.00 0
## 3534 Rural 94.96 never smoked 23.06 0
## 3535 Urban 108.18 never smoked 25.00 0
## 3536 Rural 85.23 Unknown 27.00 0
## 3537 Rural 189.88 never smoked 28.00 0
## 3538 Urban 197.11 never smoked 18.99 0
## 3539 Rural 100.08 smokes 27.00 0
## 3540 Rural 68.62 Unknown 26.00 0
## 3541 Rural 84.07 smokes 27.00 0
## 3542 Rural 99.65 never smoked 28.00 0
## 3543 Urban 82.33 never smoked 26.00 0
## 3544 Urban 94.49 Unknown 24.00 0
## 3545 Rural 108.71 never smoked 24.00 0
## 3546 Urban 64.94 never smoked 25.00 0
## 3547 Urban 98.22 Unknown 23.00 0
## 3548 Urban 83.50 never smoked 28.00 0
## 3549 Rural 192.47 never smoked 28.00 0
## 3550 Urban 125.89 smokes 27.00 0
## 3551 Urban 87.72 never smoked 25.00 0
## 3552 Rural 68.94 never smoked 26.00 0
## 3553 Rural 66.51 Unknown 23.00 0
## 3554 Urban 85.82 formerly smoked 23.00 0
## 3555 Rural 87.47 never smoked 27.00 0
## 3556 Urban 87.74 Unknown 27.00 0
## 3557 Rural 85.12 never smoked 26.00 0
## 3558 Urban 103.37 formerly smoked 25.00 0
## 3559 Rural 81.68 never smoked 26.00 0
## 3560 Urban 76.51 never smoked 23.00 0
## 3561 Rural 110.17 Unknown 28.00 0
## 3562 Rural 65.12 smokes 25.00 0
## 3563 Rural 76.66 Unknown 28.00 0
## 3564 Rural 109.88 Unknown 24.00 0
## 3565 Urban 199.38 Unknown 23.00 0
## 3566 Urban 65.77 never smoked 23.00 0
## 3567 Rural 55.72 never smoked 23.00 0
## 3568 Urban 75.67 never smoked 27.00 0
## 3569 Rural 88.18 smokes 27.00 0
## 3570 Rural 95.94 never smoked 26.00 0
## 3571 Urban 86.93 never smoked 28.00 0
## 3572 Urban 85.17 never smoked 23.00 0
## 3573 Urban 111.10 never smoked 25.00 0
## 3574 Rural 92.00 Unknown 21.51 0
## 3575 Urban 97.47 formerly smoked 26.00 0
## 3576 Urban 79.21 Unknown 28.00 0
## 3577 Rural 83.97 formerly smoked 23.00 0
## 3578 Urban 98.55 never smoked 27.00 0
## 3579 Rural 202.98 never smoked 25.00 0
## 3580 Urban 60.70 never smoked 27.00 0
## 3581 Urban 92.22 never smoked 24.00 0
## 3582 Rural 79.94 Unknown 25.00 0
## 3583 Rural 83.68 Unknown 26.00 0
## 3584 Urban 69.92 formerly smoked 26.00 0
## 3585 Rural 136.96 Unknown 28.00 0
## 3586 Rural 95.32 never smoked 26.00 0
## 3587 Rural 107.78 never smoked 27.00 0
## 3588 Urban 198.32 formerly smoked 26.00 0
## 3589 Urban 100.16 never smoked 27.00 0
## 3590 Urban 96.02 never smoked 27.00 0
## 3591 Rural 112.69 formerly smoked 27.00 0
## 3592 Urban 60.61 never smoked 28.00 0
## 3593 Urban 79.77 never smoked 26.00 0
## 3594 Urban 87.41 formerly smoked 27.00 0
## 3595 Rural 226.38 never smoked 28.00 0
## 3596 Rural 124.64 smokes 23.00 0
## 3597 Urban 69.42 never smoked 25.00 0
## 3598 Urban 77.68 never smoked 26.00 0
## 3599 Rural 112.79 never smoked 24.80 0
## 3600 Rural 236.79 formerly smoked 25.00 0
## 3601 Rural 219.82 formerly smoked 24.00 0
## 3602 Urban 82.05 Unknown 23.00 0
## 3603 Rural 104.08 never smoked 24.00 0
## 3604 Urban 101.57 smokes 28.00 0
## 3605 Rural 71.32 smokes 26.00 0
## 3606 Rural 143.97 Unknown 24.00 0
## 3607 Rural 239.19 Unknown 27.00 0
## 3608 Rural 78.45 formerly smoked 43.67 0
## 3609 Rural 61.11 never smoked 26.00 0
## 3610 Urban 87.29 Unknown 26.00 0
## 3611 Rural 82.49 Unknown 20.88 0
## 3612 Urban 83.15 Unknown 25.00 0
## 3613 Rural 83.26 never smoked 23.00 0
## 3614 Urban 78.70 formerly smoked 28.00 0
## 3615 Urban 111.94 smokes 26.00 0
## 3616 Rural 104.77 smokes 27.00 0
## 3617 Urban 104.26 Unknown 23.00 0
## 3618 Rural 113.84 never smoked 27.00 0
## 3619 Urban 114.71 Unknown 28.00 0
## 3620 Urban 61.54 Unknown 23.00 0
## 3621 Rural 133.62 never smoked 24.00 0
## 3622 Rural 111.96 never smoked 28.00 0
## 3623 Urban 112.44 Unknown 28.00 0
## 3624 Urban 123.61 Unknown 24.00 0
## 3625 Urban 84.68 Unknown 23.00 0
## 3626 Rural 206.62 formerly smoked 28.00 0
## 3627 Rural 114.54 Unknown 23.00 0
## 3628 Rural 216.88 smokes 25.00 0
## 3629 Urban 110.38 never smoked 23.00 0
## 3630 Urban 99.23 smokes 27.00 0
## 3631 Rural 204.92 never smoked 24.00 0
## 3632 Urban 56.74 never smoked 25.00 0
## 3633 Rural 68.35 Unknown 23.00 0
## 3634 Urban 83.52 Unknown 25.00 0
## 3635 Urban 59.74 formerly smoked 24.00 0
## 3636 Rural 81.59 never smoked 25.00 0
## 3637 Rural 123.83 never smoked 23.00 0
## 3638 Urban 226.84 formerly smoked 23.00 0
## 3639 Rural 93.20 Unknown 24.00 0
## 3640 Rural 85.84 never smoked 24.00 0
## 3641 Urban 74.64 Unknown 26.92 0
## 3642 Urban 80.17 never smoked 27.00 0
## 3643 Urban 85.03 formerly smoked 23.00 0
## 3644 Urban 234.35 formerly smoked 28.00 0
## 3645 Urban 116.25 formerly smoked 24.00 0
## 3646 Urban 66.55 smokes 28.00 0
## 3647 Urban 88.38 never smoked 26.00 0
## 3648 Urban 81.05 Unknown 27.00 0
## 3649 Urban 68.40 never smoked 27.00 0
## 3650 Urban 96.95 never smoked 25.00 0
## 3651 Rural 66.24 never smoked 25.00 0
## 3652 Rural 91.81 Unknown 27.00 0
## 3653 Urban 84.86 never smoked 28.77 0
## 3654 Rural 118.88 never smoked 26.00 0
## 3655 Urban 85.91 Unknown 24.00 0
## 3656 Rural 115.40 Unknown 28.00 0
## 3657 Rural 75.34 never smoked 25.00 0
## 3658 Rural 100.19 Unknown 26.00 0
## 3659 Urban 200.73 formerly smoked 25.00 0
## 3660 Urban 114.09 never smoked 26.00 0
## 3661 Urban 67.30 never smoked 24.00 0
## 3662 Rural 96.91 Unknown 24.00 0
## 3663 Rural 116.20 Unknown 28.00 0
## 3664 Rural 72.54 never smoked 27.00 0
## 3665 Rural 96.01 Unknown 23.23 0
## 3666 Urban 89.16 never smoked 26.00 0
## 3667 Rural 108.64 never smoked 25.00 0
## 3668 Rural 83.66 never smoked 27.00 0
## 3669 Rural 81.21 never smoked 23.00 0
## 3670 Urban 86.96 never smoked 25.00 0
## 3671 Rural 92.95 never smoked 25.00 0
## 3672 Urban 95.86 Unknown 28.00 0
## 3673 Rural 85.52 never smoked 28.00 0
## 3674 Rural 159.39 never smoked 27.00 0
## 3675 Urban 202.51 formerly smoked 25.00 0
## 3676 Rural 82.24 formerly smoked 29.29 0
## 3677 Rural 109.81 Unknown 28.00 0
## 3678 Rural 91.85 formerly smoked 26.00 0
## 3679 Rural 123.49 Unknown 25.00 0
## 3680 Rural 105.49 smokes 23.00 0
## 3681 Urban 101.53 formerly smoked 25.00 0
## 3682 Urban 89.45 Unknown 28.00 0
## 3683 Urban 126.04 never smoked 26.00 0
## 3684 Rural 95.49 Unknown 24.00 0
## 3685 Rural 89.38 Unknown 23.00 0
## 3686 Urban 82.30 Unknown 25.00 0
## 3687 Urban 218.00 Unknown 28.00 0
## 3688 Urban 79.70 never smoked 25.00 0
## 3689 Rural 209.15 formerly smoked 25.00 0
## 3690 Rural 70.22 formerly smoked 24.00 0
## 3691 Rural 83.57 never smoked 23.00 0
## 3692 Urban 60.60 smokes 24.00 0
## 3693 Urban 97.24 Unknown 23.00 0
## 3694 Rural 162.72 smokes 24.00 0
## 3695 Urban 73.27 smokes 24.00 0
## 3696 Urban 92.62 Unknown 25.00 0
## 3697 Urban 90.00 never smoked 27.00 0
## 3698 Rural 78.28 formerly smoked 26.00 0
## 3699 Rural 87.81 smokes 28.00 0
## 3700 Urban 202.66 never smoked 28.00 0
## 3701 Rural 196.50 never smoked 27.00 0
## 3702 Urban 142.31 smokes 25.00 0
## 3703 Rural 94.96 smokes 27.00 0
## 3704 Rural 83.78 never smoked 23.00 0
## 3705 Urban 86.10 Unknown 23.05 0
## 3706 Rural 74.50 Unknown 26.00 0
## 3707 Urban 66.96 never smoked 28.00 0
## 3708 Rural 76.70 formerly smoked 26.00 0
## 3709 Rural 103.12 formerly smoked 23.00 0
## 3710 Urban 84.03 never smoked 28.00 0
## 3711 Rural 74.15 formerly smoked 26.00 0
## 3712 Rural 73.29 never smoked 27.00 0
## 3713 Urban 115.16 Unknown 26.00 0
## 3714 Urban 83.55 Unknown 23.00 0
## 3715 Urban 61.53 Unknown 24.00 0
## 3716 Rural 100.74 Unknown 23.00 0
## 3717 Urban 59.31 smokes 27.00 0
## 3718 Urban 63.22 formerly smoked 28.00 0
## 3719 Urban 209.50 never smoked 25.00 0
## 3720 Urban 64.51 Unknown 25.00 0
## 3721 Rural 90.07 never smoked 24.00 0
## 3722 Urban 113.95 Unknown 25.00 0
## 3723 Rural 119.32 Unknown 24.00 0
## 3724 Rural 99.12 formerly smoked 26.00 0
## 3725 Rural 152.84 Unknown 24.00 0
## 3726 Rural 78.23 never smoked 26.00 0
## 3727 Urban 68.80 Unknown 23.00 0
## 3728 Urban 76.05 Unknown 25.00 0
## 3729 Rural 116.49 never smoked 23.00 0
## 3730 Rural 99.91 Unknown 24.00 0
## 3731 Urban 76.10 smokes 25.00 0
## 3732 Rural 121.99 Unknown 26.00 0
## 3733 Rural 116.21 smokes 26.00 0
## 3734 Urban 55.28 Unknown 28.00 0
## 3735 Rural 219.81 Unknown 28.00 0
## 3736 Rural 103.73 never smoked 25.00 0
## 3737 Urban 153.08 Unknown 26.00 0
## 3738 Rural 98.69 Unknown 26.00 0
## 3739 Rural 94.11 formerly smoked 20.30 0
## 3740 Rural 117.03 never smoked 25.00 0
## 3741 Urban 91.35 never smoked 23.00 0
## 3742 Rural 82.48 Unknown 28.00 0
## 3743 Rural 99.76 formerly smoked 24.00 0
## 3744 Urban 111.10 smokes 28.00 0
## 3745 Rural 122.25 never smoked 23.00 0
## 3746 Urban 84.19 never smoked 25.00 0
## 3747 Urban 84.60 Unknown 28.00 0
## 3748 Urban 126.35 never smoked 27.00 0
## 3749 Urban 87.50 formerly smoked 25.00 0
## 3750 Rural 77.52 never smoked 25.00 0
## 3751 Rural 133.13 Unknown 27.00 0
## 3752 Urban 96.10 never smoked 25.00 0
## 3753 Urban 108.61 smokes 23.00 0
## 3754 Rural 205.23 never smoked 25.00 0
## 3755 Rural 76.74 Unknown 26.00 0
## 3756 Urban 138.55 never smoked 26.00 0
## 3757 Urban 234.27 never smoked 23.00 0
## 3758 Urban 75.16 never smoked 23.00 0
## 3759 Rural 77.08 Unknown 25.00 0
## 3760 Urban 101.19 never smoked 25.00 0
## 3761 Urban 107.74 never smoked 24.00 0
## 3762 Rural 62.32 Unknown 26.00 0
## 3763 Urban 56.32 Unknown 23.00 0
## 3764 Rural 131.28 never smoked 27.00 0
## 3765 Urban 67.02 smokes 28.00 0
## 3766 Rural 76.72 Unknown 26.00 0
## 3767 Urban 125.98 smokes 27.00 0
## 3768 Urban 72.09 smokes 28.00 0
## 3769 Urban 88.05 Unknown 25.00 0
## 3770 Urban 55.47 smokes 28.00 0
## 3771 Rural 145.94 Unknown 28.00 0
## 3772 Rural 239.21 formerly smoked 22.85 0
## 3773 Rural 196.08 formerly smoked 31.69 0
## 3774 Rural 93.93 never smoked 25.00 0
## 3775 Urban 76.74 Unknown 26.00 0
## 3776 Urban 83.74 Unknown 23.00 0
## 3777 Urban 119.58 Unknown 25.00 0
## 3778 Rural 68.66 never smoked 28.00 0
## 3779 Urban 65.79 smokes 23.00 0
## 3780 Urban 176.38 never smoked 23.00 0
## 3781 Urban 175.74 Unknown 22.70 0
## 3782 Urban 193.45 never smoked 26.56 0
## 3783 Rural 85.84 never smoked 29.34 0
## 3784 Rural 93.85 formerly smoked 28.00 0
## 3785 Rural 86.21 never smoked 28.00 0
## 3786 Rural 75.41 Unknown 27.00 0
## 3787 Rural 95.28 Unknown 29.07 0
## 3788 Urban 95.87 never smoked 24.00 0
## 3789 Urban 180.45 never smoked 24.00 0
## 3790 Urban 95.39 Unknown 24.00 0
## 3791 Rural 60.77 smokes 24.00 0
## 3792 Urban 102.84 never smoked 26.00 0
## 3793 Urban 130.37 Unknown 27.00 0
## 3794 Urban 65.44 never smoked 23.00 0
## 3795 Rural 79.84 never smoked 26.00 0
## 3796 Rural 62.61 never smoked 25.00 0
## 3797 Urban 70.07 formerly smoked 22.16 0
## 3798 Rural 108.80 Unknown 24.00 0
## 3799 Urban 112.11 Unknown 26.00 0
## 3800 Rural 92.35 never smoked 27.00 0
## 3801 Urban 76.57 Unknown 25.00 0
## 3802 Urban 69.50 never smoked 24.00 0
## 3803 Rural 219.38 never smoked 28.00 0
## 3804 Rural 69.48 never smoked 26.00 0
## 3805 Urban 89.18 smokes 23.00 0
## 3806 Urban 68.09 smokes 25.00 0
## 3807 Rural 92.71 Unknown 26.00 0
## 3808 Rural 56.21 Unknown 26.00 0
## 3809 Rural 72.08 formerly smoked 25.00 0
## 3810 Urban 82.56 Unknown 27.00 0
## 3811 Urban 78.24 Unknown 24.00 0
## 3812 Rural 84.66 never smoked 28.00 0
## 3813 Urban 90.35 Unknown 27.00 0
## 3814 Rural 68.12 Unknown 27.00 0
## 3815 Rural 59.14 never smoked 27.00 0
## 3816 Urban 85.64 formerly smoked 27.00 0
## 3817 Rural 56.08 Unknown 24.00 0
## 3818 Rural 99.00 never smoked 26.00 0
## 3819 Urban 93.60 smokes 19.63 0
## 3820 Urban 105.75 Unknown 25.00 0
## 3821 Urban 114.09 never smoked 25.31 0
## 3822 Urban 57.42 smokes 26.00 0
## 3823 Urban 100.01 never smoked 24.00 0
## 3824 Urban 62.00 formerly smoked 24.00 0
## 3825 Rural 103.61 never smoked 24.00 0
## 3826 Rural 118.46 smokes 23.00 0
## 3827 Rural 94.77 never smoked 23.00 0
## 3828 Urban 72.12 never smoked 26.00 0
## 3829 Rural 155.23 never smoked 26.00 0
## 3830 Urban 90.60 Unknown 25.00 0
## 3831 Urban 81.92 never smoked 27.00 0
## 3832 Rural 67.10 never smoked 28.00 0
## 3833 Rural 58.01 never smoked 23.00 0
## 3834 Rural 173.90 never smoked 28.00 0
## 3835 Rural 106.27 never smoked 28.00 0
## 3836 Rural 60.57 Unknown 26.00 0
## 3837 Urban 105.34 Unknown 24.00 0
## 3838 Rural 96.28 never smoked 27.00 0
## 3839 Urban 122.73 formerly smoked 27.00 0
## 3840 Urban 104.12 Unknown 25.00 0
## 3841 Urban 69.74 formerly smoked 26.00 0
## 3842 Rural 106.95 Unknown 28.00 0
## 3843 Urban 94.63 never smoked 23.00 0
## 3844 Urban 86.97 Unknown 23.00 0
## 3845 Rural 76.12 Unknown 23.00 0
## 3846 Urban 99.94 never smoked 23.00 0
## 3847 Urban 91.53 Unknown 28.00 0
## 3848 Rural 145.46 never smoked 27.00 0
## 3849 Urban 74.86 never smoked 26.00 0
## 3850 Urban 74.42 Unknown 26.00 0
## 3851 Urban 70.07 smokes 26.00 0
## 3852 Urban 89.85 Unknown 23.00 0
## 3853 Rural 104.21 never smoked 27.00 0
## 3854 Rural 157.77 never smoked 23.00 0
## 3855 Urban 101.81 smokes 28.00 0
## 3856 Rural 103.00 Unknown 28.00 0
## 3857 Urban 101.85 smokes 25.00 0
## 3858 Urban 85.92 smokes 28.00 0
## 3859 Rural 56.85 never smoked 28.00 0
## 3860 Urban 89.04 Unknown 28.00 0
## 3861 Rural 63.01 never smoked 24.00 0
## 3862 Rural 65.48 Unknown 24.00 0
## 3863 Rural 68.60 smokes 28.00 0
## 3864 Urban 81.68 formerly smoked 23.00 0
## 3865 Urban 65.21 Unknown 24.00 0
## 3866 Urban 72.53 smokes 26.00 0
## 3867 Rural 81.78 never smoked 27.00 0
## 3868 Rural 116.85 smokes 28.00 0
## 3869 Rural 80.83 Unknown 28.00 0
## 3870 Urban 96.21 never smoked 23.00 0
## 3871 Rural 117.04 Unknown 25.00 0
## 3872 Rural 78.26 formerly smoked 23.00 0
## 3873 Urban 58.24 formerly smoked 25.00 0
## 3874 Urban 82.53 smokes 24.00 0
## 3875 Urban 71.25 smokes 28.00 0
## 3876 Rural 129.73 never smoked 24.00 0
## 3877 Urban 115.47 Unknown 26.00 0
## 3878 Urban 56.79 Unknown 25.00 0
## 3879 Urban 100.16 Unknown 25.00 0
## 3880 Rural 97.60 smokes 28.00 0
## 3881 Rural 90.54 Unknown 26.00 0
## 3882 Urban 105.88 smokes 27.00 0
## 3883 Rural 217.94 formerly smoked 25.00 0
## 3884 Urban 69.89 Unknown 28.00 0
## 3885 Urban 93.28 never smoked 25.00 0
## 3886 Rural 111.27 smokes 24.00 0
## 3887 Urban 91.04 never smoked 27.00 0
## 3888 Urban 87.20 smokes 24.00 0
## 3889 Rural 109.12 Unknown 26.00 0
## 3890 Urban 216.64 formerly smoked 25.00 0
## 3891 Rural 74.28 formerly smoked 27.00 0
## 3892 Urban 57.60 Unknown 25.00 0
## 3893 Urban 173.97 Unknown 26.00 0
## 3894 Rural 65.25 smokes 27.00 0
## 3895 Urban 80.92 Unknown 24.00 0
## 3896 Rural 124.37 never smoked 25.00 0
## 3897 Urban 102.39 smokes 28.00 0
## 3898 Rural 90.42 Unknown 24.00 0
## 3899 Rural 79.17 Unknown 23.00 0
## 3900 Urban 71.08 never smoked 27.00 0
## 3901 Urban 81.54 never smoked 24.00 0
## 3902 Urban 159.67 never smoked 26.00 0
## 3903 Urban 93.96 smokes 23.00 0
## 3904 Urban 103.01 never smoked 25.00 0
## 3905 Rural 92.49 never smoked 23.00 0
## 3906 Urban 208.85 formerly smoked 28.00 0
## 3907 Urban 122.39 Unknown 21.68 0
## 3908 Rural 65.91 Unknown 24.41 0
## 3909 Rural 70.25 Unknown 23.00 0
## 3910 Urban 219.70 Unknown 25.00 0
## 3911 Urban 65.70 formerly smoked 25.00 0
## 3912 Urban 67.08 Unknown 24.00 0
## 3913 Rural 107.58 never smoked 25.00 0
## 3914 Rural 208.05 smokes 24.00 0
## 3915 Rural 95.87 never smoked 27.00 0
## 3916 Urban 68.17 formerly smoked 26.00 0
## 3917 Urban 95.37 smokes 26.00 0
## 3918 Urban 90.00 never smoked 25.00 0
## 3919 Rural 106.10 smokes 26.00 0
## 3920 Rural 56.13 Unknown 25.00 0
## 3921 Rural 104.03 smokes 24.00 0
## 3922 Rural 157.01 Unknown 27.00 0
## 3923 Urban 84.35 never smoked 24.00 0
## 3924 Rural 67.99 never smoked 24.00 0
## 3925 Rural 118.93 never smoked 27.00 0
## 3926 Rural 185.28 smokes 23.48 0
## 3927 Rural 82.08 Unknown 26.00 0
## 3928 Urban 88.32 Unknown 23.48 0
## 3929 Rural 85.16 Unknown 23.00 0
## 3930 Rural 69.54 never smoked 28.00 0
## 3931 Rural 62.12 never smoked 26.00 0
## 3932 Rural 198.30 formerly smoked 26.00 0
## 3933 Rural 100.06 never smoked 25.00 0
## 3934 Urban 101.13 formerly smoked 28.00 0
## 3935 Rural 91.09 never smoked 26.00 0
## 3936 Rural 61.54 Unknown 26.00 0
## 3937 Urban 62.02 smokes 23.00 0
## 3938 Urban 103.11 Unknown 24.00 0
## 3939 Rural 77.57 Unknown 24.00 0
## 3940 Urban 97.34 never smoked 23.00 0
## 3941 Urban 78.76 Unknown 26.95 0
## 3942 Rural 67.10 Unknown 23.00 0
## 3943 Urban 79.89 Unknown 25.00 0
## 3944 Rural 206.66 smokes 28.00 0
## 3945 Urban 95.79 Unknown 24.00 0
## 3946 Urban 83.88 smokes 24.00 0
## 3947 Rural 93.51 Unknown 28.00 0
## 3948 Urban 116.78 formerly smoked 27.00 0
## 3949 Rural 117.63 never smoked 28.00 0
## 3950 Rural 60.01 Unknown 23.00 0
## 3951 Rural 64.60 Unknown 28.00 0
## 3952 Rural 92.43 never smoked 26.00 0
## 3953 Urban 71.63 formerly smoked 25.16 0
## 3954 Urban 87.79 formerly smoked 32.49 0
## 3955 Rural 99.64 formerly smoked 24.00 0
## 3956 Rural 86.53 never smoked 23.00 0
## 3957 Urban 200.68 Unknown 26.00 0
## 3958 Urban 98.37 never smoked 25.00 0
## 3959 Rural 117.98 smokes 25.00 0
## 3960 Urban 218.60 formerly smoked 27.00 0
## 3961 Urban 101.30 smokes 27.00 0
## 3962 Urban 79.51 never smoked 28.00 0
## 3963 Urban 223.26 never smoked 24.00 0
## 3964 Rural 97.22 never smoked 25.00 0
## 3965 Rural 172.27 never smoked 24.00 0
## 3966 Urban 221.83 smokes 23.00 0
## 3967 Urban 74.61 Unknown 24.00 0
## 3968 Rural 60.91 Unknown 26.00 0
## 3969 Rural 69.79 Unknown 25.00 0
## 3970 Urban 83.60 formerly smoked 28.00 0
## 3971 Urban 83.95 Unknown 28.00 0
## 3972 Rural 77.50 smokes 23.00 0
## 3973 Urban 64.29 Unknown 23.00 0
## 3974 Rural 61.10 never smoked 23.00 0
## 3975 Rural 100.71 never smoked 26.00 0
## 3976 Urban 65.21 Unknown 23.00 0
## 3977 Rural 119.77 Unknown 28.00 0
## 3978 Rural 102.39 formerly smoked 27.00 0
## 3979 Urban 59.67 never smoked 27.00 0
## 3980 Rural 83.16 never smoked 28.00 0
## 3981 Rural 218.10 smokes 27.00 0
## 3982 Rural 76.45 Unknown 28.00 0
## 3983 Rural 200.46 Unknown 23.00 0
## 3984 Urban 95.70 formerly smoked 23.00 0
## 3985 Rural 70.23 never smoked 23.00 0
## 3986 Urban 75.15 Unknown 28.00 0
## 3987 Rural 95.80 Unknown 24.00 0
## 3988 Urban 90.67 Unknown 28.00 0
## 3989 Rural 84.79 formerly smoked 27.00 0
## 3990 Urban 147.50 Unknown 26.00 0
## 3991 Rural 134.12 formerly smoked 28.00 0
## 3992 Urban 82.62 never smoked 24.00 0
## 3993 Rural 125.11 formerly smoked 23.00 0
## 3994 Urban 92.14 formerly smoked 23.00 0
## 3995 Urban 217.79 formerly smoked 24.00 0
## 3996 Rural 95.62 smokes 28.00 0
## 3997 Rural 93.80 never smoked 26.00 0
## 3998 Rural 90.61 smokes 28.00 0
## 3999 Urban 139.20 never smoked 25.00 0
## 4000 Rural 77.01 formerly smoked 23.00 0
## 4001 Urban 105.26 never smoked 25.00 0
## 4002 Rural 68.35 Unknown 26.00 0
## 4003 Rural 99.07 never smoked 26.00 0
## 4004 Rural 147.74 Unknown 27.00 0
## 4005 Urban 61.29 Unknown 28.00 0
## 4006 Rural 98.92 never smoked 23.00 0
## 4007 Urban 90.74 Unknown 25.00 0
## 4008 Rural 159.79 Unknown 28.00 0
## 4009 Rural 233.47 never smoked 26.00 0
## 4010 Urban 85.53 smokes 26.00 0
## 4011 Urban 76.70 never smoked 25.00 0
## 4012 Rural 67.87 never smoked 28.00 0
## 4013 Urban 77.26 never smoked 23.00 0
## 4014 Rural 91.28 never smoked 25.00 0
## 4015 Urban 129.19 never smoked 28.00 0
## 4016 Urban 97.86 formerly smoked 26.00 0
## 4017 Rural 112.33 formerly smoked 28.00 0
## 4018 Rural 110.41 smokes 28.00 0
## 4019 Rural 91.58 Unknown 28.00 0
## 4020 Urban 58.86 never smoked 23.00 0
## 4021 Rural 76.88 Unknown 24.00 0
## 4022 Urban 109.52 Unknown 24.00 0
## 4023 Urban 181.23 never smoked 32.33 0
## 4024 Urban 103.58 formerly smoked 24.00 0
## 4025 Rural 81.96 never smoked 26.00 0
## 4026 Rural 104.55 Unknown 24.43 0
## 4027 Urban 76.12 formerly smoked 26.00 0
## 4028 Rural 64.27 never smoked 25.00 0
## 4029 Rural 200.98 smokes 27.00 0
## 4030 Urban 101.96 never smoked 25.00 0
## 4031 Rural 84.17 Unknown 23.00 0
## 4032 Rural 85.79 never smoked 28.00 0
## 4033 Urban 71.46 Unknown 26.00 0
## 4034 Rural 95.49 smokes 23.00 0
## 4035 Rural 87.62 smokes 25.00 0
## 4036 Rural 118.55 smokes 23.00 0
## 4037 Urban 82.14 smokes 24.00 0
## 4038 Urban 219.67 smokes 25.00 0
## 4039 Urban 135.84 never smoked 24.00 0
## 4040 Rural 74.83 Unknown 23.00 0
## 4041 Urban 60.37 Unknown 23.00 0
## 4042 Rural 67.28 Unknown 27.00 0
## 4043 Rural 77.79 Unknown 24.00 0
## 4044 Rural 88.51 Unknown 23.00 0
## 4045 Urban 90.38 smokes 24.00 0
## 4046 Urban 156.69 never smoked 24.00 0
## 4047 Urban 207.60 never smoked 27.00 0
## 4048 Urban 158.90 formerly smoked 23.00 0
## 4049 Urban 247.97 formerly smoked 28.00 0
## 4050 Rural 114.71 never smoked 23.00 0
## 4051 Rural 58.55 never smoked 24.00 0
## 4052 Urban 231.15 never smoked 27.00 0
## 4053 Urban 68.18 formerly smoked 25.00 0
## 4054 Rural 118.75 Unknown 24.00 0
## 4055 Rural 186.54 formerly smoked 24.00 0
## 4056 Rural 96.14 never smoked 23.00 0
## 4057 Urban 69.52 Unknown 24.00 0
## 4058 Rural 101.93 smokes 24.00 0
## 4059 Urban 71.58 Unknown 27.00 0
## 4060 Urban 83.10 smokes 28.00 0
## 4061 Rural 110.96 never smoked 24.00 0
## 4062 Urban 122.83 Unknown 23.00 0
## 4063 Urban 91.65 formerly smoked 25.00 0
## 4064 Urban 84.10 Unknown 28.00 0
## 4065 Rural 118.85 smokes 26.00 0
## 4066 Urban 89.32 Unknown 27.00 0
## 4067 Urban 128.72 Unknown 26.00 0
## 4068 Urban 98.05 never smoked 25.00 0
## 4069 Urban 102.10 never smoked 26.00 0
## 4070 Urban 108.62 smokes 27.00 0
## 4071 Urban 96.19 smokes 20.52 0
## 4072 Urban 98.07 formerly smoked 25.00 0
## 4073 Rural 71.40 formerly smoked 28.00 0
## 4074 Rural 82.27 formerly smoked 27.00 0
## 4075 Rural 158.33 never smoked 26.00 0
## 4076 Rural 102.50 Unknown 27.00 0
## 4077 Urban 72.18 Unknown 24.00 0
## 4078 Urban 95.94 never smoked 25.00 0
## 4079 Rural 87.15 formerly smoked 24.00 0
## 4080 Urban 82.59 formerly smoked 27.00 0
## 4081 Rural 89.31 formerly smoked 28.81 0
## 4082 Rural 64.84 never smoked 26.00 0
## 4083 Urban 107.52 Unknown 26.00 0
## 4084 Urban 92.76 Unknown 23.00 0
## 4085 Urban 79.16 Unknown 26.00 0
## 4086 Urban 87.00 never smoked 27.00 0
## 4087 Rural 145.25 never smoked 28.00 0
## 4088 Urban 125.14 Unknown 27.00 0
## 4089 Rural 88.60 Unknown 26.00 0
## 4090 Urban 57.59 Unknown 28.00 0
## 4091 Urban 59.43 never smoked 23.00 0
## 4092 Rural 65.43 Unknown 28.00 0
## 4093 Urban 154.03 smokes 26.00 0
## 4094 Rural 139.81 never smoked 28.00 0
## 4095 Urban 111.81 formerly smoked 23.00 0
## 4096 Urban 106.84 never smoked 28.00 0
## 4097 Rural 221.06 formerly smoked 23.00 0
## 4098 Urban 69.97 formerly smoked 26.00 0
## 4099 Rural 77.07 formerly smoked 23.00 0
## 4100 Urban 59.49 Unknown 26.00 0
## 4101 Rural 109.39 never smoked 26.00 0
## 4102 Rural 93.97 Unknown 25.00 0
## 4103 Urban 163.17 never smoked 26.00 0
## 4104 Urban 124.39 Unknown 25.00 0
## 4105 Urban 212.62 never smoked 27.00 0
## 4106 Urban 128.63 smokes 27.00 0
## 4107 Urban 84.10 never smoked 25.00 0
## 4108 Urban 77.60 Unknown 28.00 0
## 4109 Urban 70.51 Unknown 26.25 0
## 4110 Rural 109.19 Unknown 27.00 0
## 4111 Rural 55.23 Unknown 27.00 0
## 4112 Urban 120.15 never smoked 24.00 0
## 4113 Urban 72.16 never smoked 23.00 0
## 4114 Rural 95.89 Unknown 28.00 0
## 4115 Urban 64.68 smokes 26.00 0
## 4116 Rural 70.51 formerly smoked 23.00 0
## 4117 Rural 81.77 never smoked 28.00 0
## 4118 Urban 66.47 never smoked 24.00 0
## 4119 Rural 146.08 never smoked 26.00 0
## 4120 Urban 91.68 never smoked 27.00 0
## 4121 Rural 108.96 never smoked 23.00 0
## 4122 Urban 113.41 never smoked 28.00 0
## 4123 Urban 111.08 never smoked 23.00 0
## 4124 Urban 217.74 Unknown 25.00 0
## 4125 Rural 78.50 never smoked 23.00 0
## 4126 Urban 89.06 formerly smoked 23.00 0
## 4127 Urban 74.80 Unknown 26.00 0
## 4128 Rural 80.20 never smoked 24.00 0
## 4129 Rural 76.52 Unknown 27.00 0
## 4130 Rural 208.99 formerly smoked 26.00 0
## 4131 Urban 99.72 smokes 26.00 0
## 4132 Urban 102.97 Unknown 23.00 0
## 4133 Rural 197.36 Unknown 34.56 0
## 4134 Urban 98.56 Unknown 25.00 0
## 4135 Urban 86.06 never smoked 24.00 0
## 4136 Urban 123.08 smokes 26.00 0
## 4137 Urban 75.00 smokes 23.00 0
## 4138 Rural 105.90 smokes 25.00 0
## 4139 Urban 73.87 never smoked 27.00 0
## 4140 Rural 78.04 never smoked 25.00 0
## 4141 Urban 107.74 Unknown 24.00 0
## 4142 Rural 60.64 never smoked 28.00 0
## 4143 Rural 82.57 never smoked 26.00 0
## 4144 Rural 115.98 Unknown 26.00 0
## 4145 Rural 110.38 formerly smoked 27.00 0
## 4146 Rural 92.59 Unknown 25.00 0
## 4147 Urban 82.64 never smoked 25.00 0
## 4148 Urban 70.28 never smoked 28.00 0
## 4149 Urban 106.54 never smoked 26.00 0
## 4150 Urban 59.11 formerly smoked 28.00 0
## 4151 Rural 58.89 formerly smoked 23.00 0
## 4152 Urban 129.66 Unknown 25.00 0
## 4153 Rural 73.57 smokes 21.47 0
## 4154 Urban 72.04 formerly smoked 24.00 0
## 4155 Rural 125.63 Unknown 23.00 0
## 4156 Rural 77.94 never smoked 28.00 0
## 4157 Urban 68.99 never smoked 26.00 0
## 4158 Rural 111.76 Unknown 27.00 0
## 4159 Rural 65.36 never smoked 24.00 0
## 4160 Urban 80.27 never smoked 28.00 0
## 4161 Urban 81.73 never smoked 25.00 0
## 4162 Rural 79.22 smokes 25.00 0
## 4163 Urban 142.63 smokes 24.00 0
## 4164 Rural 97.05 Unknown 25.00 0
## 4165 Urban 222.52 formerly smoked 23.00 0
## 4166 Rural 70.38 smokes 25.00 0
## 4167 Rural 114.46 formerly smoked 28.00 0
## 4168 Urban 64.62 never smoked 26.00 0
## 4169 Urban 94.12 Unknown 25.00 0
## 4170 Rural 70.19 smokes 25.09 0
## 4171 Urban 55.35 Unknown 25.00 0
## 4172 Urban 115.52 formerly smoked 23.00 0
## 4173 Urban 60.70 Unknown 27.13 0
## 4174 Urban 69.24 Unknown 24.00 0
## 4175 Urban 103.29 never smoked 28.00 0
## 4176 Rural 92.74 Unknown 25.00 0
## 4177 Rural 232.64 never smoked 26.00 0
## 4178 Urban 82.46 smokes 26.00 0
## 4179 Urban 63.57 never smoked 23.00 0
## 4180 Urban 73.24 never smoked 24.00 0
## 4181 Urban 78.43 smokes 25.00 0
## 4182 Urban 57.46 smokes 23.00 0
## 4183 Rural 104.16 never smoked 23.00 0
## 4184 Rural 110.42 never smoked 26.00 0
## 4185 Rural 119.40 never smoked 23.00 0
## 4186 Urban 119.13 never smoked 23.00 0
## 4187 Rural 120.22 never smoked 25.00 0
## 4188 Urban 80.80 never smoked 27.00 0
## 4189 Rural 57.96 never smoked 27.00 0
## 4190 Urban 81.24 never smoked 27.00 0
## 4191 Urban 88.79 never smoked 23.00 0
## 4192 Rural 70.91 never smoked 26.00 0
## 4193 Rural 87.12 smokes 23.00 0
## 4194 Urban 126.09 Unknown 25.00 0
## 4195 Urban 76.42 smokes 26.00 0
## 4196 Rural 56.33 Unknown 24.00 0
## 4197 Rural 131.81 Unknown 26.00 0
## 4198 Rural 95.23 smokes 24.00 0
## 4199 Urban 71.18 formerly smoked 23.00 0
## 4200 Rural 87.71 formerly smoked 27.00 0
## 4201 Rural 115.68 Unknown 27.00 0
## 4202 Rural 207.37 formerly smoked 27.00 0
## 4203 Rural 74.43 Unknown 28.00 0
## 4204 Rural 75.10 Unknown 28.00 0
## 4205 Rural 69.72 smokes 26.00 0
## 4206 Urban 111.84 Unknown 25.00 0
## 4207 Rural 111.08 never smoked 28.00 0
## 4208 Rural 201.96 Unknown 23.00 0
## 4209 Urban 68.68 never smoked 23.00 0
## 4210 Rural 56.90 never smoked 26.00 0
## 4211 Urban 91.16 never smoked 28.00 0
## 4212 Urban 99.44 Unknown 28.00 0
## 4213 Urban 78.85 never smoked 26.00 0
## 4214 Rural 123.89 smokes 27.00 0
## 4215 Rural 90.44 never smoked 27.00 0
## 4216 Rural 138.44 Unknown 23.00 0
## 4217 Urban 75.06 never smoked 23.00 0
## 4218 Rural 85.66 never smoked 28.00 0
## 4219 Urban 102.76 Unknown 27.00 0
## 4220 Urban 71.79 formerly smoked 28.00 0
## 4221 Urban 167.16 never smoked 28.00 0
## 4222 Rural 131.05 never smoked 25.14 0
## 4223 Rural 86.92 Unknown 23.00 0
## 4224 Rural 59.62 Unknown 28.00 0
## 4225 Urban 103.72 formerly smoked 24.00 0
## 4226 Rural 77.10 Unknown 28.00 0
## 4227 Rural 94.75 smokes 27.00 0
## 4228 Rural 77.72 Unknown 25.00 0
## 4229 Rural 76.09 smokes 19.37 0
## 4230 Urban 61.80 formerly smoked 24.00 0
## 4231 Urban 92.97 formerly smoked 27.87 0
## 4232 Urban 83.73 never smoked 26.00 0
## 4233 Rural 79.33 Unknown 24.00 0
## 4234 Rural 108.32 Unknown 25.00 0
## 4235 Rural 103.65 formerly smoked 28.00 0
## 4236 Rural 86.19 never smoked 25.00 0
## 4237 Urban 131.42 smokes 26.08 0
## 4238 Urban 69.46 never smoked 28.00 0
## 4239 Rural 76.78 smokes 26.00 0
## 4240 Urban 103.78 formerly smoked 28.00 0
## 4241 Urban 213.43 smokes 23.00 0
## 4242 Rural 93.52 Unknown 25.00 0
## 4243 Urban 115.07 never smoked 28.00 0
## 4244 Rural 69.45 Unknown 25.00 0
## 4245 Rural 81.00 Unknown 23.00 0
## 4246 Urban 83.16 Unknown 23.00 0
## 4247 Rural 108.63 never smoked 27.00 0
## 4248 Rural 88.06 Unknown 24.00 0
## 4249 Rural 80.57 formerly smoked 26.00 0
## 4250 Urban 248.24 smokes 27.00 0
## 4251 Urban 57.79 smokes 26.84 0
## 4252 Urban 87.40 never smoked 28.00 0
## 4253 Urban 76.63 Unknown 23.66 0
## 4254 Rural 58.01 never smoked 25.00 0
## 4255 Urban 77.43 Unknown 23.00 0
## 4256 Rural 101.12 smokes 28.00 0
## 4257 Rural 64.45 Unknown 27.00 0
## 4258 Urban 79.42 never smoked 26.00 0
## 4259 Urban 82.94 Unknown 28.00 0
## 4260 Rural 81.58 never smoked 23.00 0
## 4261 Urban 62.21 Unknown 23.00 0
## 4262 Rural 229.94 never smoked 26.00 0
## 4263 Urban 116.06 Unknown 27.00 0
## 4264 Urban 117.77 never smoked 23.00 0
## 4265 Urban 66.69 never smoked 25.00 0
## 4266 Rural 122.23 Unknown 26.00 0
## 4267 Urban 168.68 formerly smoked 28.00 0
## 4268 Rural 119.90 never smoked 22.69 0
## 4269 Urban 110.33 smokes 27.00 0
## 4270 Rural 77.95 never smoked 23.00 0
## 4271 Rural 80.35 smokes 26.00 0
## 4272 Urban 57.38 formerly smoked 28.00 0
## 4273 Urban 96.47 Unknown 23.00 0
## 4274 Rural 70.66 never smoked 27.00 0
## 4275 Urban 202.06 never smoked 26.00 0
## 4276 Urban 91.30 Unknown 26.00 0
## 4277 Rural 67.56 Unknown 26.00 0
## 4278 Rural 126.12 Unknown 27.00 0
## 4279 Urban 86.40 smokes 23.00 0
## 4280 Urban 103.22 never smoked 24.00 0
## 4281 Rural 88.85 Unknown 26.00 0
## 4282 Urban 63.90 smokes 25.00 0
## 4283 Urban 81.32 formerly smoked 26.00 0
## 4284 Rural 253.93 formerly smoked 24.00 0
## 4285 Urban 78.11 formerly smoked 27.00 0
## 4286 Urban 134.65 Unknown 26.00 0
## 4287 Rural 194.75 Unknown 27.00 0
## 4288 Rural 77.94 never smoked 27.00 0
## 4289 Rural 56.94 Unknown 28.00 0
## 4290 Rural 117.03 formerly smoked 27.00 0
## 4291 Rural 207.84 never smoked 28.00 0
## 4292 Rural 228.26 never smoked 28.00 0
## 4293 Rural 84.43 smokes 26.00 0
## 4294 Urban 57.09 Unknown 27.00 0
## 4295 Urban 94.89 never smoked 27.00 0
## 4296 Rural 132.46 Unknown 26.00 0
## 4297 Rural 75.13 formerly smoked 28.00 0
## 4298 Rural 76.64 never smoked 27.00 0
## 4299 Rural 91.32 never smoked 24.00 0
## 4300 Rural 85.90 never smoked 27.00 0
## 4301 Urban 76.19 never smoked 27.00 0
## 4302 Rural 85.77 Unknown 25.00 0
## 4303 Urban 63.42 never smoked 27.73 0
## 4304 Rural 112.02 Unknown 23.00 0
## 4305 Urban 203.76 never smoked 23.00 0
## 4306 Urban 98.44 formerly smoked 24.00 0
## 4307 Urban 79.57 Unknown 24.00 0
## 4308 Urban 63.98 smokes 23.00 0
## 4309 Urban 101.46 formerly smoked 25.00 0
## 4310 Urban 74.66 smokes 25.00 0
## 4311 Rural 68.66 never smoked 24.00 0
## 4312 Rural 205.78 never smoked 27.00 0
## 4313 Rural 111.24 never smoked 25.00 0
## 4314 Urban 134.76 Unknown 24.00 0
## 4315 Urban 110.10 never smoked 25.00 0
## 4316 Urban 100.80 formerly smoked 24.00 0
## 4317 Urban 113.08 Unknown 26.84 0
## 4318 Urban 56.48 formerly smoked 27.00 0
## 4319 Urban 77.77 smokes 26.00 0
## 4320 Urban 104.02 Unknown 25.00 0
## 4321 Rural 83.59 never smoked 25.00 0
## 4322 Urban 179.67 formerly smoked 27.00 0
## 4323 Urban 91.89 Unknown 23.00 0
## 4324 Rural 78.90 Unknown 23.00 0
## 4325 Rural 230.74 formerly smoked 26.00 0
## 4326 Rural 216.19 formerly smoked 23.00 0
## 4327 Rural 83.70 never smoked 23.00 0
## 4328 Rural 200.66 smokes 27.00 0
## 4329 Rural 73.99 Unknown 23.00 0
## 4330 Urban 228.50 never smoked 23.00 0
## 4331 Urban 70.43 smokes 27.00 0
## 4332 Urban 74.39 formerly smoked 28.00 0
## 4333 Urban 102.92 Unknown 28.35 0
## 4334 Urban 87.91 formerly smoked 25.00 0
## 4335 Rural 118.55 smokes 29.51 0
## 4336 Urban 232.29 smokes 23.00 0
## 4337 Rural 125.32 Unknown 27.00 0
## 4338 Urban 78.98 formerly smoked 27.00 0
## 4339 Rural 100.20 smokes 25.00 0
## 4340 Rural 200.91 never smoked 24.00 0
## 4341 Rural 95.24 Unknown 26.00 0
## 4342 Urban 56.64 never smoked 24.00 0
## 4343 Urban 80.48 Unknown 23.00 0
## 4344 Urban 112.96 never smoked 28.00 0
## 4345 Rural 236.04 never smoked 26.00 0
## 4346 Urban 73.00 never smoked 27.00 0
## 4347 Urban 61.13 never smoked 25.00 0
## 4348 Urban 88.56 never smoked 24.00 0
## 4349 Rural 66.16 never smoked 23.00 0
## 4350 Rural 88.98 smokes 22.01 0
## 4351 Urban 94.39 Unknown 28.00 0
## 4352 Urban 87.39 never smoked 22.78 0
## 4353 Rural 77.91 Unknown 27.00 0
## 4354 Urban 86.85 formerly smoked 23.00 0
## 4355 Rural 94.37 never smoked 24.00 0
## 4356 Rural 76.64 never smoked 28.00 0
## 4357 Urban 254.95 smokes 28.00 0
## 4358 Urban 107.33 formerly smoked 24.00 0
## 4359 Urban 80.94 smokes 28.00 0
## 4360 Rural 112.02 Unknown 26.00 0
## 4361 Rural 196.58 formerly smoked 24.00 0
## 4362 Urban 89.14 formerly smoked 25.00 0
## 4363 Urban 69.94 smokes 27.97 0
## 4364 Urban 55.79 never smoked 26.00 0
## 4365 Urban 73.08 Unknown 27.00 0
## 4366 Urban 96.02 Unknown 23.00 0
## 4367 Rural 189.82 formerly smoked 27.00 0
## 4368 Urban 89.68 never smoked 23.00 0
## 4369 Urban 101.06 smokes 25.06 0
## 4370 Rural 62.66 Unknown 26.00 0
## 4371 Urban 84.03 Unknown 24.00 0
## 4372 Rural 108.38 Unknown 27.00 0
## 4373 Rural 78.79 Unknown 27.00 0
## 4374 Rural 76.12 Unknown 26.00 0
## 4375 Rural 68.01 never smoked 26.00 0
## 4376 Urban 90.11 never smoked 26.00 0
## 4377 Urban 193.61 never smoked 24.00 0
## 4378 Rural 195.74 Unknown 28.00 0
## 4379 Rural 94.77 Unknown 28.00 0
## 4380 Urban 85.00 Unknown 25.00 0
## 4381 Urban 141.37 never smoked 26.00 0
## 4382 Urban 90.71 Unknown 26.00 0
## 4383 Rural 106.80 never smoked 23.00 0
## 4384 Rural 121.66 Unknown 24.00 0
## 4385 Urban 85.18 smokes 24.00 0
## 4386 Rural 130.07 never smoked 27.00 0
## 4387 Rural 74.24 never smoked 28.00 0
## 4388 Urban 79.98 never smoked 27.00 0
## 4389 Urban 106.76 formerly smoked 23.00 0
## 4390 Urban 76.34 Unknown 25.00 0
## 4391 Rural 221.24 Unknown 24.00 0
## 4392 Urban 80.55 smokes 28.00 0
## 4393 Rural 63.98 Unknown 26.00 0
## 4394 Rural 55.93 smokes 24.00 0
## 4395 Rural 73.94 Unknown 28.00 0
## 4396 Rural 65.58 Unknown 23.00 0
## 4397 Rural 83.80 smokes 26.00 0
## 4398 Urban 95.87 formerly smoked 26.00 0
## 4399 Rural 112.83 Unknown 27.00 0
## 4400 Rural 84.93 never smoked 26.00 0
## 4401 Rural 103.08 smokes 25.00 0
## 4402 Rural 85.98 Unknown 25.00 0
## 4403 Urban 83.75 never smoked 28.00 0
## 4404 Urban 125.43 Unknown 25.00 0
## 4405 Urban 101.58 never smoked 28.00 0
## 4406 Rural 149.80 Unknown 27.00 0
## 4407 Rural 112.55 never smoked 26.00 0
## 4408 Urban 70.87 formerly smoked 26.00 0
## 4409 Rural 92.96 never smoked 26.00 0
## 4410 Rural 112.19 Unknown 26.00 0
## 4411 Urban 85.08 Unknown 25.00 0
## 4412 Urban 112.37 never smoked 23.00 0
## 4413 Urban 151.26 never smoked 23.00 0
## 4414 Urban 73.81 Unknown 28.00 0
## 4415 Urban 77.20 Unknown 23.00 0
## 4416 Urban 76.08 never smoked 27.00 0
## 4417 Rural 123.98 never smoked 21.63 0
## 4418 Urban 108.51 Unknown 24.00 0
## 4419 Rural 98.07 never smoked 24.00 0
## 4420 Urban 85.82 never smoked 26.00 0
## 4421 Rural 86.21 Unknown 26.00 0
## 4422 Urban 99.01 formerly smoked 23.00 0
## 4423 Rural 79.53 never smoked 24.00 0
## 4424 Rural 80.08 never smoked 28.00 0
## 4425 Rural 69.47 Unknown 27.00 0
## 4426 Urban 85.07 Unknown 26.00 0
## 4427 Rural 88.00 never smoked 26.56 0
## 4428 Rural 144.14 never smoked 28.00 0
## 4429 Urban 78.80 smokes 23.00 0
## 4430 Urban 86.78 smokes 23.00 0
## 4431 Rural 105.72 formerly smoked 23.00 0
## 4432 Rural 64.37 never smoked 24.00 0
## 4433 Rural 146.10 never smoked 23.00 0
## 4434 Urban 58.66 never smoked 27.00 0
## 4435 Urban 192.50 never smoked 25.00 0
## 4436 Rural 103.50 Unknown 24.00 0
## 4437 Urban 89.42 never smoked 23.00 0
## 4438 Rural 212.92 never smoked 26.00 0
## 4439 Rural 60.73 never smoked 23.00 0
## 4440 Urban 73.18 never smoked 23.00 0
## 4441 Urban 82.26 Unknown 24.00 0
## 4442 Urban 87.40 formerly smoked 28.00 0
## 4443 Rural 86.95 formerly smoked 25.00 0
## 4444 Rural 74.00 never smoked 23.00 0
## 4445 Urban 73.98 never smoked 25.00 0
## 4446 Rural 124.78 never smoked 26.00 0
## 4447 Urban 191.94 never smoked 23.00 0
## 4448 Urban 247.87 never smoked 24.00 0
## 4449 Rural 83.20 formerly smoked 23.00 0
## 4450 Urban 88.62 formerly smoked 25.00 0
## 4451 Urban 81.51 formerly smoked 26.00 0
## 4452 Urban 101.76 smokes 28.00 0
## 4453 Urban 115.71 formerly smoked 28.00 0
## 4454 Rural 229.73 never smoked 24.00 0
## 4455 Rural 57.40 Unknown 26.00 0
## 4456 Rural 100.47 never smoked 23.00 0
## 4457 Rural 81.36 never smoked 28.00 0
## 4458 Rural 261.67 formerly smoked 28.00 0
## 4459 Rural 110.20 Unknown 30.10 0
## 4460 Rural 98.90 never smoked 27.00 0
## 4461 Rural 95.19 smokes 23.00 0
## 4462 Rural 105.28 never smoked 23.00 0
## 4463 Rural 83.03 Unknown 25.84 0
## 4464 Rural 89.41 smokes 24.00 0
## 4465 Rural 70.56 never smoked 27.59 0
## 4466 Urban 78.79 Unknown 24.00 0
## 4467 Rural 70.13 Unknown 24.00 0
## 4468 Rural 62.68 never smoked 23.00 0
## 4469 Urban 71.77 never smoked 26.00 0
## 4470 Rural 77.99 smokes 23.00 0
## 4471 Urban 256.74 formerly smoked 24.00 0
## 4472 Rural 93.72 never smoked 23.00 0
## 4473 Urban 63.74 Unknown 26.00 0
## 4474 Urban 60.67 formerly smoked 23.00 0
## 4475 Urban 112.08 never smoked 23.00 0
## 4476 Rural 221.08 never smoked 23.00 0
## 4477 Urban 101.81 smokes 27.00 0
## 4478 Rural 60.17 smokes 27.00 0
## 4479 Rural 65.29 never smoked 27.00 0
## 4480 Urban 153.24 Unknown 23.00 0
## 4481 Rural 61.42 smokes 24.00 0
## 4482 Urban 86.67 never smoked 27.00 0
## 4483 Rural 82.42 never smoked 23.00 0
## 4484 Rural 100.54 smokes 27.00 0
## 4485 Urban 111.48 never smoked 28.00 0
## 4486 Urban 85.33 never smoked 27.00 0
## 4487 Urban 126.57 formerly smoked 28.00 0
## 4488 Urban 81.51 formerly smoked 23.00 0
## 4489 Rural 67.97 Unknown 27.00 0
## 4490 Urban 77.92 Unknown 26.00 0
## 4491 Urban 80.54 smokes 26.00 0
## 4492 Urban 76.47 Unknown 24.85 0
## 4493 Urban 87.15 Unknown 25.00 0
## 4494 Urban 86.07 Unknown 28.00 0
## 4495 Rural 106.52 formerly smoked 28.00 0
## 4496 Rural 94.24 Unknown 26.00 0
## 4497 Urban 89.73 formerly smoked 28.00 0
## 4498 Urban 208.39 formerly smoked 23.00 0
## 4499 Rural 128.61 never smoked 25.00 0
## 4500 Rural 57.56 never smoked 28.00 0
## 4501 Urban 227.23 formerly smoked 27.00 0
## 4502 Urban 77.76 Unknown 25.00 0
## 4503 Urban 72.76 Unknown 24.00 0
## 4504 Rural 90.11 never smoked 24.00 0
## 4505 Rural 203.27 never smoked 23.00 0
## 4506 Urban 234.50 never smoked 24.00 0
## 4507 Urban 71.12 never smoked 23.00 0
## 4508 Urban 190.67 never smoked 25.00 0
## 4509 Rural 116.04 Unknown 23.00 0
## 4510 Urban 82.95 never smoked 26.00 0
## 4511 Urban 112.75 Unknown 26.00 0
## 4512 Urban 82.63 smokes 26.00 0
## 4513 Urban 92.75 smokes 25.00 0
## 4514 Rural 117.63 formerly smoked 25.00 0
## 4515 Rural 197.06 never smoked 23.00 0
## 4516 Urban 216.07 never smoked 26.00 0
## 4517 Rural 76.03 never smoked 24.00 0
## 4518 Urban 62.44 Unknown 25.00 0
## 4519 Rural 108.82 smokes 28.00 0
## 4520 Urban 101.66 never smoked 28.00 0
## 4521 Rural 121.15 Unknown 23.00 0
## 4522 Rural 116.44 never smoked 27.00 0
## 4523 Rural 116.62 smokes 23.00 0
## 4524 Urban 93.30 never smoked 28.00 0
## 4525 Urban 144.33 never smoked 25.00 0
## 4526 Urban 98.02 never smoked 27.00 0
## 4527 Urban 80.67 Unknown 23.00 0
## 4528 Urban 94.27 Unknown 26.00 0
## 4529 Rural 76.35 formerly smoked 26.00 0
## 4530 Urban 57.56 never smoked 24.51 0
## 4531 Urban 179.14 Unknown 27.00 0
## 4532 Rural 63.49 never smoked 23.00 0
## 4533 Rural 145.18 smokes 24.00 0
## 4534 Rural 66.30 never smoked 25.00 0
## 4535 Rural 120.56 never smoked 28.00 0
## 4536 Rural 69.20 formerly smoked 28.00 0
## 4537 Urban 150.74 Unknown 24.00 0
## 4538 Urban 81.38 smokes 28.00 0
## 4539 Urban 78.48 Unknown 27.00 0
## 4540 Rural 203.87 never smoked 26.00 0
## 4541 Urban 87.00 Unknown 23.00 0
## 4542 Rural 84.68 formerly smoked 28.00 0
## 4543 Urban 91.89 smokes 27.00 0
## 4544 Rural 88.97 never smoked 24.00 0
## 4545 Urban 116.98 never smoked 27.00 0
## 4546 Urban 135.82 never smoked 25.00 0
## 4547 Rural 96.62 Unknown 23.00 0
## 4548 Rural 106.53 formerly smoked 23.00 0
## 4549 Rural 58.42 formerly smoked 28.09 0
## 4550 Rural 79.62 never smoked 23.00 0
## 4551 Urban 141.84 Unknown 25.00 0
## 4552 Rural 78.05 never smoked 23.00 0
## 4553 Rural 77.16 never smoked 28.00 0
## 4554 Urban 86.30 never smoked 28.00 0
## 4555 Urban 83.55 formerly smoked 26.00 0
## 4556 Rural 102.00 smokes 25.00 0
## 4557 Urban 68.07 smokes 25.00 0
## 4558 Rural 81.77 never smoked 24.00 0
## 4559 Rural 82.62 smokes 28.00 0
## 4560 Urban 102.03 Unknown 24.00 0
## 4561 Urban 235.06 formerly smoked 28.00 0
## 4562 Rural 57.52 formerly smoked 23.00 0
## 4563 Urban 76.98 never smoked 28.00 0
## 4564 Urban 82.31 never smoked 27.00 0
## 4565 Urban 83.84 Unknown 26.00 0
## 4566 Urban 98.14 formerly smoked 25.00 0
## 4567 Rural 84.04 Unknown 23.00 0
## 4568 Rural 92.24 Unknown 28.00 0
## 4569 Urban 94.92 Unknown 24.00 0
## 4570 Rural 112.70 never smoked 28.00 0
## 4571 Urban 74.34 never smoked 28.00 0
## 4572 Urban 72.99 Unknown 26.00 0
## 4573 Urban 104.90 never smoked 27.00 0
## 4574 Rural 99.96 never smoked 25.00 0
## 4575 Urban 85.27 Unknown 27.00 0
## 4576 Urban 60.32 smokes 26.00 0
## 4577 Rural 94.14 smokes 26.00 0
## 4578 Urban 195.43 never smoked 26.00 0
## 4579 Rural 200.25 never smoked 28.00 0
## 4580 Rural 90.31 smokes 25.00 0
## 4581 Urban 95.33 never smoked 28.00 0
## 4582 Rural 85.65 Unknown 25.00 0
## 4583 Urban 223.64 smokes 25.00 0
## 4584 Rural 76.43 Unknown 25.00 0
## 4585 Urban 98.66 Unknown 28.00 0
## 4586 Urban 75.84 Unknown 24.00 0
## 4587 Urban 85.46 never smoked 24.00 0
## 4588 Urban 81.33 Unknown 27.00 0
## 4589 Urban 199.78 Unknown 26.85 0
## 4590 Urban 176.42 Unknown 25.00 0
## 4591 Urban 101.56 never smoked 24.00 0
## 4592 Urban 84.48 formerly smoked 24.00 0
## 4593 Urban 93.21 Unknown 24.00 0
## 4594 Urban 72.88 never smoked 23.00 0
## 4595 Urban 84.10 Unknown 23.09 0
## 4596 Rural 72.84 Unknown 25.00 0
## 4597 Urban 70.89 never smoked 24.00 0
## 4598 Rural 108.14 formerly smoked 24.00 0
## 4599 Rural 244.30 never smoked 25.00 0
## 4600 Rural 88.04 formerly smoked 25.00 0
## 4601 Rural 65.84 Unknown 24.00 0
## 4602 Rural 106.73 never smoked 27.00 0
## 4603 Urban 106.03 Unknown 26.00 0
## 4604 Urban 80.88 formerly smoked 27.00 0
## 4605 Urban 140.10 never smoked 24.00 0
## 4606 Urban 127.40 formerly smoked 25.00 0
## 4607 Urban 87.72 never smoked 26.00 0
## 4608 Rural 58.23 formerly smoked 23.00 0
## 4609 Rural 69.37 formerly smoked 27.00 0
## 4610 Urban 58.64 never smoked 27.00 0
## 4611 Urban 59.67 smokes 23.00 0
## 4612 Urban 78.08 never smoked 24.23 0
## 4613 Urban 105.08 never smoked 23.00 0
## 4614 Urban 89.30 never smoked 24.00 0
## 4615 Rural 61.38 Unknown 26.00 0
## 4616 Rural 56.11 formerly smoked 28.00 0
## 4617 Urban 223.16 Unknown 25.00 0
## 4618 Urban 75.53 formerly smoked 23.00 0
## 4619 Urban 107.47 never smoked 23.00 0
## 4620 Urban 76.00 Unknown 23.00 0
## 4621 Urban 90.28 never smoked 24.00 0
## 4622 Urban 65.22 never smoked 27.00 0
## 4623 Urban 86.24 Unknown 28.00 0
## 4624 Urban 166.38 never smoked 24.00 0
## 4625 Urban 78.91 Unknown 23.00 0
## 4626 Urban 226.28 Unknown 26.00 0
## 4627 Urban 90.73 smokes 26.00 0
## 4628 Rural 172.86 never smoked 28.00 0
## 4629 Rural 213.92 never smoked 23.00 0
## 4630 Urban 92.23 never smoked 24.00 0
## 4631 Urban 79.81 never smoked 23.00 0
## 4632 Rural 81.78 Unknown 25.00 0
## 4633 Rural 102.00 never smoked 25.00 0
## 4634 Rural 68.42 smokes 26.00 0
## 4635 Urban 94.68 Unknown 27.00 0
## 4636 Rural 125.33 Unknown 23.00 0
## 4637 Urban 212.19 never smoked 24.00 0
## 4638 Urban 89.00 formerly smoked 24.00 0
## 4639 Rural 60.98 formerly smoked 23.00 0
## 4640 Urban 58.19 smokes 28.00 0
## 4641 Rural 67.68 Unknown 26.00 0
## 4642 Rural 84.99 Unknown 26.00 0
## 4643 Urban 62.13 never smoked 28.00 0
## 4644 Rural 57.10 never smoked 23.00 0
## 4645 Urban 97.95 smokes 27.00 0
## 4646 Rural 94.06 Unknown 26.00 0
## 4647 Urban 93.88 Unknown 28.00 0
## 4648 Rural 90.30 formerly smoked 24.60 0
## 4649 Urban 83.14 never smoked 28.00 0
## 4650 Urban 118.66 Unknown 24.00 0
## 4651 Rural 100.47 formerly smoked 23.00 0
## 4652 Urban 90.78 Unknown 23.00 0
## 4653 Urban 66.46 formerly smoked 27.00 0
## 4654 Urban 73.56 formerly smoked 21.67 0
## 4655 Urban 200.80 Unknown 27.00 0
## 4656 Urban 57.28 never smoked 28.00 0
## 4657 Rural 92.87 smokes 23.00 0
## 4658 Rural 96.47 Unknown 25.00 0
## 4659 Urban 99.44 formerly smoked 27.00 0
## 4660 Urban 77.96 smokes 23.00 0
## 4661 Rural 60.13 never smoked 28.00 0
## 4662 Rural 88.17 formerly smoked 26.00 0
## 4663 Rural 84.41 never smoked 24.00 0
## 4664 Rural 72.34 Unknown 26.00 0
## 4665 Rural 68.72 never smoked 23.00 0
## 4666 Urban 222.58 smokes 26.00 0
## 4667 Rural 66.06 formerly smoked 19.71 0
## 4668 Rural 156.43 formerly smoked 25.00 0
## 4669 Urban 105.76 formerly smoked 26.00 0
## 4670 Rural 73.07 smokes 28.00 0
## 4671 Rural 99.48 never smoked 23.07 0
## 4672 Rural 79.60 Unknown 25.00 0
## 4673 Urban 70.00 never smoked 27.00 0
## 4674 Rural 112.98 formerly smoked 27.00 0
## 4675 Urban 61.07 Unknown 25.00 0
## 4676 Rural 63.43 Unknown 24.00 0
## 4677 Urban 73.20 smokes 27.00 0
## 4678 Urban 102.73 formerly smoked 25.00 0
## 4679 Rural 74.88 never smoked 28.00 0
## 4680 Urban 122.43 never smoked 23.00 0
## 4681 Urban 84.21 never smoked 23.00 0
## 4682 Rural 80.42 formerly smoked 24.00 0
## 4683 Urban 80.44 never smoked 24.00 0
## 4684 Rural 80.63 never smoked 24.00 0
## 4685 Rural 206.53 never smoked 24.00 0
## 4686 Urban 104.12 never smoked 27.00 0
## 4687 Rural 96.82 never smoked 24.00 0
## 4688 Urban 88.10 never smoked 27.00 0
## 4689 Rural 64.85 Unknown 26.00 0
## 4690 Rural 102.87 smokes 25.00 0
## 4691 Urban 83.75 Unknown 24.00 0
## 4692 Rural 97.68 formerly smoked 32.04 0
## 4693 Urban 97.58 formerly smoked 23.00 0
## 4694 Rural 74.16 never smoked 24.00 0
## 4695 Urban 86.00 Unknown 26.00 0
## 4696 Urban 100.93 never smoked 24.80 0
## 4697 Urban 232.78 formerly smoked 26.00 0
## 4698 Rural 86.96 formerly smoked 26.00 0
## 4699 Urban 67.50 formerly smoked 25.00 0
## 4700 Urban 81.21 smokes 26.00 0
## 4701 Rural 110.14 smokes 26.00 0
## 4702 Urban 120.44 never smoked 16.71 0
## 4703 Urban 187.47 never smoked 28.00 0
## 4704 Urban 94.62 Unknown 24.00 0
## 4705 Rural 89.57 never smoked 26.00 0
## 4706 Urban 95.31 never smoked 29.25 0
## 4707 Rural 75.07 never smoked 23.00 0
## 4708 Rural 106.65 formerly smoked 26.00 0
## 4709 Urban 234.06 never smoked 25.00 0
## 4710 Rural 144.15 never smoked 23.00 0
## 4711 Urban 58.81 never smoked 26.00 0
## 4712 Urban 242.62 never smoked 23.00 0
## 4713 Urban 93.04 never smoked 26.00 0
## 4714 Rural 65.68 Unknown 24.00 0
## 4715 Urban 150.00 Unknown 24.00 0
## 4716 Urban 63.56 Unknown 24.00 0
## 4717 Rural 96.98 never smoked 24.00 0
## 4718 Rural 66.70 never smoked 25.68 0
## 4719 Rural 79.66 Unknown 27.00 0
## 4720 Rural 90.16 never smoked 25.00 0
## 4721 Rural 104.09 Unknown 23.00 0
## 4722 Rural 90.96 formerly smoked 28.00 0
## 4723 Rural 152.38 never smoked 25.00 0
## 4724 Rural 114.54 smokes 26.00 0
## 4725 Urban 174.54 never smoked 24.00 0
## 4726 Rural 106.47 Unknown 25.00 0
## 4727 Urban 73.63 smokes 23.00 0
## 4728 Urban 98.52 formerly smoked 24.00 0
## 4729 Rural 62.93 smokes 24.00 0
## 4730 Urban 67.87 formerly smoked 23.00 0
## 4731 Rural 120.43 Unknown 28.00 0
## 4732 Rural 76.56 never smoked 28.00 0
## 4733 Urban 108.03 never smoked 25.00 0
## 4734 Rural 83.16 formerly smoked 25.00 0
## 4735 Rural 67.90 never smoked 25.00 0
## 4736 Rural 115.46 Unknown 27.00 0
## 4737 Rural 123.94 never smoked 23.75 0
## 4738 Urban 231.54 never smoked 28.00 0
## 4739 Urban 219.80 formerly smoked 28.00 0
## 4740 Rural 187.99 smokes 22.19 0
## 4741 Rural 234.45 formerly smoked 24.00 0
## 4742 Rural 75.47 formerly smoked 28.00 0
## 4743 Rural 98.24 never smoked 24.00 0
## 4744 Rural 66.20 Unknown 23.00 0
## 4745 Rural 94.67 Unknown 36.11 0
## 4746 Urban 75.95 never smoked 28.00 0
## 4747 Rural 111.79 smokes 25.11 0
## 4748 Rural 80.89 Unknown 26.00 0
## 4749 Rural 86.91 formerly smoked 28.00 0
## 4750 Urban 59.36 smokes 27.00 0
## 4751 Urban 240.69 smokes 25.00 0
## 4752 Rural 66.67 never smoked 26.00 0
## 4753 Rural 87.54 never smoked 24.25 0
## 4754 Urban 139.87 smokes 28.00 0
## 4755 Rural 67.92 never smoked 25.00 0
## 4756 Urban 83.62 Unknown 25.00 0
## 4757 Rural 110.97 Unknown 26.00 0
## 4758 Rural 70.53 never smoked 27.00 0
## 4759 Rural 115.91 formerly smoked 25.00 0
## 4760 Urban 59.74 smokes 26.00 0
## 4761 Rural 62.64 never smoked 23.00 0
## 4762 Rural 84.81 never smoked 26.00 0
## 4763 Urban 78.68 never smoked 28.00 0
## 4764 Urban 217.57 formerly smoked 27.00 0
## 4765 Rural 79.76 Unknown 26.00 0
## 4766 Rural 63.28 never smoked 24.00 0
## 4767 Rural 78.48 never smoked 23.00 0
## 4768 Rural 70.48 never smoked 24.00 0
## 4769 Rural 120.96 formerly smoked 28.00 0
## 4770 Rural 77.29 never smoked 27.00 0
## 4771 Urban 108.51 Unknown 26.00 0
## 4772 Urban 113.85 Unknown 27.00 0
## 4773 Urban 97.65 Unknown 25.00 0
## 4774 Rural 121.83 formerly smoked 27.00 0
## 4775 Urban 81.53 Unknown 26.00 0
## 4776 Urban 58.35 never smoked 27.00 0
## 4777 Urban 65.42 formerly smoked 26.00 0
## 4778 Rural 69.34 never smoked 27.00 0
## 4779 Urban 109.09 smokes 24.00 0
## 4780 Urban 66.71 never smoked 23.00 0
## 4781 Rural 114.92 Unknown 23.00 0
## 4782 Rural 120.58 never smoked 23.00 0
## 4783 Rural 165.36 smokes 27.00 0
## 4784 Urban 66.11 Unknown 26.00 0
## 4785 Rural 126.34 smokes 25.00 0
## 4786 Rural 68.27 never smoked 25.00 0
## 4787 Rural 92.86 never smoked 28.00 0
## 4788 Rural 96.77 formerly smoked 27.00 0
## 4789 Rural 89.24 Unknown 25.00 0
## 4790 Rural 89.32 formerly smoked 27.00 0
## 4791 Rural 107.06 smokes 28.00 0
## 4792 Urban 65.63 smokes 27.00 0
## 4793 Urban 123.66 Unknown 26.00 0
## 4794 Rural 63.82 smokes 23.00 0
## 4795 Rural 108.06 Unknown 23.00 0
## 4796 Rural 136.18 Unknown 26.00 0
## 4797 Urban 71.29 never smoked 25.00 0
## 4798 Rural 76.58 never smoked 27.00 0
## 4799 Rural 119.58 never smoked 23.00 0
## 4800 Urban 109.30 Unknown 24.00 0
## 4801 Urban 111.94 never smoked 28.00 0
## 4802 Urban 81.64 never smoked 26.00 0
## 4803 Rural 97.64 Unknown 26.00 0
## 4804 Rural 110.32 never smoked 24.00 0
## 4805 Rural 79.00 never smoked 27.00 0
## 4806 Urban 95.08 never smoked 26.00 0
## 4807 Urban 137.27 never smoked 28.00 0
## 4808 Urban 57.83 smokes 24.00 0
## 4809 Rural 84.08 never smoked 20.65 0
## 4810 Urban 234.51 formerly smoked 26.00 0
## 4811 Urban 142.64 smokes 28.89 0
## 4812 Rural 69.77 never smoked 27.00 0
## 4813 Urban 71.40 smokes 28.00 0
## 4814 Urban 79.61 Unknown 23.00 0
## 4815 Rural 77.46 Unknown 27.00 0
## 4816 Urban 96.85 Unknown 28.00 0
## 4817 Urban 182.22 formerly smoked 24.00 0
## 4818 Urban 67.26 formerly smoked 26.56 0
## 4819 Rural 60.02 formerly smoked 28.00 0
## 4820 Urban 113.45 never smoked 23.00 0
## 4821 Urban 112.31 Unknown 28.00 0
## 4822 Rural 68.53 never smoked 28.00 0
## 4823 Rural 57.15 never smoked 26.00 0
## 4824 Rural 214.73 never smoked 23.00 0
## 4825 Rural 91.82 Unknown 26.00 0
## 4826 Urban 71.80 Unknown 25.00 0
## 4827 Urban 63.41 formerly smoked 25.00 0
## 4828 Urban 106.24 never smoked 21.28 0
## 4829 Rural 83.01 smokes 27.00 0
## 4830 Rural 67.92 formerly smoked 24.00 0
## 4831 Rural 74.99 smokes 28.00 0
## 4832 Rural 75.22 Unknown 28.00 0
## 4833 Urban 61.88 never smoked 25.00 0
## 4834 Urban 65.67 smokes 23.00 0
## 4835 Urban 110.18 smokes 28.00 0
## 4836 Rural 119.30 formerly smoked 25.00 0
## 4837 Rural 208.69 Unknown 25.00 0
## 4838 Rural 95.18 smokes 24.00 0
## 4839 Urban 107.72 Unknown 23.00 0
## 4840 Rural 83.27 Unknown 23.00 0
## 4841 Rural 90.29 Unknown 27.00 0
## 4842 Urban 81.87 Unknown 27.00 0
## 4843 Urban 153.31 Unknown 26.00 0
## 4844 Rural 101.46 Unknown 28.00 0
## 4845 Urban 72.49 Unknown 23.00 0
## 4846 Rural 86.58 never smoked 23.00 0
## 4847 Urban 113.26 never smoked 24.00 0
## 4848 Urban 84.92 never smoked 23.00 0
## 4849 Urban 128.17 Unknown 25.00 0
## 4850 Rural 93.93 formerly smoked 25.00 0
## 4851 Urban 99.87 Unknown 23.00 0
## 4852 Urban 129.31 formerly smoked 27.00 0
## 4853 Urban 89.43 formerly smoked 27.00 0
## 4854 Rural 101.60 never smoked 20.20 0
## 4855 Rural 66.55 smokes 27.00 0
## 4856 Rural 231.72 formerly smoked 26.00 0
## 4857 Urban 96.69 Unknown 26.87 0
## 4858 Rural 102.13 never smoked 24.00 0
## 4859 Urban 100.88 smokes 28.00 0
## 4860 Rural 66.22 Unknown 28.00 0
## 4861 Urban 109.33 Unknown 26.00 0
## 4862 Urban 206.53 smokes 27.00 0
## 4863 Rural 83.91 Unknown 28.00 0
## 4864 Urban 67.92 never smoked 25.00 0
## 4865 Rural 73.48 Unknown 25.00 0
## 4866 Rural 101.31 Unknown 27.00 0
## 4867 Urban 103.66 smokes 28.00 0
## 4868 Urban 70.73 formerly smoked 26.00 0
## 4869 Rural 77.45 formerly smoked 25.00 0
## 4870 Urban 193.80 never smoked 24.00 0
## 4871 Rural 114.34 never smoked 24.00 0
## 4872 Urban 69.25 Unknown 25.00 0
## 4873 Rural 88.44 Unknown 28.00 0
## 4874 Rural 84.09 formerly smoked 25.00 0
## 4875 Urban 87.06 never smoked 25.00 0
## 4876 Rural 92.64 never smoked 25.00 0
## 4877 Urban 99.36 smokes 24.00 0
## 4878 Rural 135.63 formerly smoked 27.00 0
## 4879 Rural 82.44 Unknown 26.00 0
## 4880 Urban 81.88 Unknown 28.00 0
## 4881 Urban 95.44 smokes 27.00 0
## 4882 Urban 72.71 never smoked 23.00 0
## 4883 Urban 65.45 never smoked 28.00 0
## 4884 Urban 203.01 never smoked 24.00 0
## 4885 Urban 110.84 smokes 24.00 0
## 4886 Urban 83.12 Unknown 28.00 0
## 4887 Rural 55.12 never smoked 24.00 0
## 4888 Rural 105.91 never smoked 27.00 0
## 4889 Rural 61.57 formerly smoked 26.00 0
## 4890 Urban 83.10 smokes 24.00 0
## 4891 Urban 66.32 never smoked 28.00 0
## 4892 Urban 72.56 never smoked 25.00 0
## 4893 Rural 97.99 smokes 27.00 0
## 4894 Urban 63.27 never smoked 25.00 0
## 4895 Urban 79.60 never smoked 26.00 0
## 4896 Rural 177.56 never smoked 27.00 0
## 4897 Rural 81.31 never smoked 25.00 0
## 4898 Rural 59.91 never smoked 24.00 0
## 4899 Rural 132.85 never smoked 26.00 0
## 4900 Rural 198.84 formerly smoked 24.00 0
## 4901 Urban 77.12 Unknown 27.00 0
## 4902 Urban 87.17 never smoked 25.00 0
## 4903 Rural 96.03 Unknown 23.00 0
## 4904 Rural 83.56 Unknown 26.00 0
## 4905 Rural 80.93 Unknown 27.00 0
## 4906 Rural 84.54 smokes 26.00 0
## 4907 Urban 70.51 never smoked 24.56 0
## 4908 Rural 56.87 formerly smoked 28.00 0
## 4909 Urban 67.55 Unknown 25.00 0
## 4910 Urban 243.52 smokes 23.00 0
## 4911 Urban 108.63 Unknown 28.00 0
## 4912 Rural 69.06 smokes 28.00 0
## 4913 Urban 73.89 formerly smoked 24.00 0
## 4914 Urban 84.49 never smoked 25.00 0
## 4915 Urban 73.71 never smoked 23.00 0
## 4916 Urban 129.01 Unknown 27.00 0
## 4917 Urban 72.96 smokes 24.00 0
## 4918 Rural 110.23 Unknown 24.00 0
## 4919 Rural 79.49 Unknown 26.00 0
## 4920 Urban 89.33 never smoked 21.18 0
## 4921 Rural 68.38 Unknown 28.00 0
## 4922 Rural 238.27 smokes 27.43 0
## 4923 Urban 135.79 formerly smoked 23.00 0
## 4924 Rural 82.19 never smoked 24.00 0
## 4925 Urban 93.20 smokes 24.00 0
## 4926 Urban 208.31 formerly smoked 26.00 0
## 4927 Rural 111.33 never smoked 24.16 0
## 4928 Rural 69.84 Unknown 28.00 0
## 4929 Rural 121.71 never smoked 24.00 0
## 4930 Urban 80.08 Unknown 25.00 0
## 4931 Urban 84.40 Unknown 25.00 0
## 4932 Rural 98.61 smokes 24.00 0
## 4933 Urban 86.61 smokes 28.00 0
## 4934 Urban 80.44 never smoked 23.00 0
## 4935 Rural 107.02 Unknown 24.00 0
## 4936 Rural 97.23 never smoked 25.00 0
## 4937 Rural 91.21 formerly smoked 26.00 0
## 4938 Urban 103.69 smokes 27.00 0
## 4939 Urban 74.12 formerly smoked 26.00 0
## 4940 Urban 71.08 never smoked 27.00 0
## 4941 Urban 58.39 never smoked 24.00 0
## 4942 Rural 176.34 never smoked 25.00 0
## 4943 Rural 73.76 never smoked 25.00 0
## 4944 Rural 67.21 formerly smoked 25.00 0
## 4945 Urban 87.98 Unknown 26.00 0
## 4946 Urban 94.23 Unknown 25.00 0
## 4947 Rural 111.36 never smoked 28.00 0
## 4948 Urban 84.07 smokes 19.03 0
## 4949 Urban 117.31 never smoked 28.00 0
## 4950 Urban 84.94 never smoked 27.00 0
## 4951 Urban 68.86 never smoked 27.00 0
## 4952 Urban 132.88 never smoked 25.00 0
## 4953 Rural 211.83 never smoked 27.00 0
## 4954 Rural 124.92 Unknown 28.00 0
## 4955 Urban 57.42 never smoked 23.00 0
## 4956 Urban 215.69 formerly smoked 25.00 0
## 4957 Urban 154.67 never smoked 23.00 0
## 4958 Urban 67.66 never smoked 23.00 0
## 4959 Rural 153.48 never smoked 24.00 0
## 4960 Urban 62.63 never smoked 26.00 0
## 4961 Urban 77.93 smokes 23.00 0
## 4962 Rural 80.30 Unknown 26.00 0
## 4963 Urban 106.69 Unknown 23.00 0
## 4964 Urban 83.07 formerly smoked 26.00 0
## 4965 Urban 140.14 never smoked 25.00 0
## 4966 Urban 92.65 never smoked 26.00 0
## 4967 Urban 111.37 formerly smoked 26.00 0
## 4968 Rural 99.00 never smoked 26.00 0
## 4969 Rural 78.24 Unknown 26.00 0
## 4970 Rural 83.88 never smoked 23.00 0
## 4971 Urban 86.21 smokes 24.00 0
## 4972 Urban 57.06 never smoked 25.00 0
## 4973 Rural 112.25 Unknown 24.00 0
## 4974 Urban 81.06 smokes 24.00 0
## 4975 Urban 104.37 never smoked 28.00 0
## 4976 Urban 124.31 Unknown 23.00 0
## 4977 Urban 101.95 formerly smoked 28.00 0
## 4978 Rural 116.95 never smoked 24.00 0
## 4979 Urban 99.76 Unknown 26.00 0
## 4980 Urban 105.48 Unknown 27.00 0
## 4981 Urban 100.60 never smoked 26.00 0
## 4982 Urban 65.05 Unknown 26.00 0
## 4983 Rural 75.90 never smoked 26.00 0
## 4984 Rural 267.60 never smoked 26.00 0
## 4985 Urban 215.07 smokes 24.22 0
## 4986 Urban 109.03 Unknown 24.00 0
## 4987 Rural 225.35 smokes 24.00 0
## 4988 Rural 196.26 Unknown 25.00 0
## 4989 Urban 95.42 formerly smoked 25.00 0
## 4990 Rural 123.04 Unknown 28.00 0
## 4991 Urban 85.88 Unknown 23.00 0
## 4992 Rural 107.43 never smoked 23.00 0
## 4993 Rural 56.85 never smoked 28.00 0
## 4994 Rural 102.15 Unknown 23.00 0
## 4995 Rural 88.68 never smoked 28.00 0
## 4996 Urban 182.52 Unknown 25.00 0
## 4997 Urban 93.97 never smoked 27.00 0
## 4998 Urban 104.03 Unknown 24.00 0
## 4999 Rural 67.99 never smoked 28.00 0
## 5000 Rural 83.37 Unknown 27.00 0
## 5001 Rural 124.66 never smoked 24.00 0
## 5002 Rural 212.87 never smoked 24.00 0
## 5003 Urban 96.75 formerly smoked 27.00 0
## 5004 Urban 63.28 Unknown 25.00 0
## 5005 Urban 82.64 Unknown 24.00 0
## 5006 Rural 71.34 never smoked 23.00 0
## 5007 Rural 183.43 formerly smoked 26.00 0
## 5008 Urban 101.19 formerly smoked 26.00 0
## 5009 Rural 88.51 never smoked 26.00 0
## 5010 Rural 126.85 formerly smoked 28.00 0
## 5011 Urban 74.17 formerly smoked 25.00 0
## 5012 Urban 76.04 smokes 26.00 0
## 5013 Urban 73.87 smokes 24.00 0
## 5014 Rural 99.07 never smoked 24.00 0
## 5015 Urban 82.93 formerly smoked 23.00 0
## 5016 Rural 133.24 smokes 25.00 0
## 5017 Urban 69.88 never smoked 25.00 0
## 5018 Rural 69.12 Unknown 24.00 0
## 5019 Rural 86.05 formerly smoked 26.00 0
## 5020 Urban 185.27 never smoked 28.00 0
## 5021 Urban 97.46 Unknown 24.00 0
## 5022 Urban 81.90 never smoked 23.00 0
## 5023 Rural 99.58 Unknown 27.00 0
## 5024 Rural 124.54 never smoked 23.00 0
## 5025 Rural 153.34 never smoked 28.00 0
## 5026 Urban 112.35 Unknown 27.00 0
## 5027 Urban 160.76 smokes 23.00 0
## 5028 Rural 73.29 never smoked 25.00 0
## 5029 Urban 108.08 Unknown 28.00 0
## 5030 Urban 206.49 never smoked 24.00 0
## 5031 Rural 77.42 never smoked 24.00 0
## 5032 Rural 117.59 never smoked 26.00 0
## 5033 Rural 61.94 Unknown 25.00 0
## 5034 Urban 116.68 formerly smoked 30.53 0
## 5035 Urban 253.86 formerly smoked 25.00 0
## 5036 Urban 203.36 formerly smoked 27.00 0
## 5037 Rural 125.87 never smoked 24.00 0
## 5038 Rural 64.09 never smoked 25.00 0
## 5039 Urban 65.33 Unknown 27.00 0
## 5040 Rural 70.15 formerly smoked 27.00 0
## 5041 Urban 96.84 Unknown 24.00 0
## 5042 Rural 175.92 smokes 23.00 0
## 5043 Rural 100.65 formerly smoked 28.00 0
## 5044 Rural 112.39 Unknown 26.00 0
## 5045 Rural 81.10 never smoked 26.00 0
## 5046 Rural 98.30 never smoked 28.00 0
## 5047 Urban 89.68 Unknown 26.00 0
## 5048 Urban 95.16 formerly smoked 23.00 0
## 5049 Urban 191.15 smokes 23.00 0
## 5050 Rural 91.04 never smoked 25.00 0
## 5051 Urban 101.87 Unknown 23.00 0
## 5052 Rural 96.86 never smoked 24.00 0
## 5053 Urban 91.05 Unknown 26.00 0
## 5054 Urban 55.84 never smoked 24.00 0
## 5055 Urban 84.04 never smoked 25.00 0
## 5056 Urban 92.06 smokes 26.00 0
## 5057 Urban 89.61 formerly smoked 27.00 0
## 5058 Urban 69.92 never smoked 27.00 0
## 5059 Rural 89.29 never smoked 24.00 0
## 5060 Rural 120.23 Unknown 26.00 0
## 5061 Urban 60.22 formerly smoked 27.00 0
## 5062 Urban 223.78 never smoked 24.00 0
## 5063 Rural 211.58 never smoked 23.00 0
## 5064 Urban 179.38 Unknown 24.00 0
## 5065 Rural 193.88 Unknown 28.00 0
## 5066 Urban 89.01 never smoked 27.00 0
## 5067 Urban 118.41 never smoked 26.00 0
## 5068 Urban 138.51 never smoked 24.00 0
## 5069 Urban 120.03 formerly smoked 26.00 0
## 5070 Urban 91.01 never smoked 25.00 0
## 5071 Urban 61.98 Unknown 23.00 0
## 5072 Rural 135.32 Unknown 25.00 0
## 5073 Rural 58.72 smokes 25.00 0
## 5074 Urban 90.42 never smoked 25.00 0
## 5075 Urban 104.00 smokes 23.00 0
## 5076 Urban 102.50 Unknown 25.00 0
## 5077 Rural 174.37 never smoked 28.00 0
## 5078 Rural 106.56 Unknown 26.00 0
## 5079 Urban 76.31 Unknown 23.00 0
## 5080 Urban 77.28 Unknown 23.00 0
## 5081 Urban 90.52 never smoked 23.00 0
## 5082 Rural 108.35 formerly smoked 26.00 0
## 5083 Rural 72.03 smokes 26.00 0
## 5084 Urban 90.57 Unknown 27.00 0
## 5085 Rural 97.04 smokes 23.00 0
## 5086 Urban 83.89 formerly smoked 23.00 0
## 5087 Urban 152.56 Unknown 25.00 0
## 5088 Rural 75.93 formerly smoked 25.00 0
## 5089 Urban 76.89 Unknown 24.00 0
## 5090 Rural 62.13 Unknown 28.00 0
## 5091 Rural 100.85 smokes 27.00 0
## 5092 Rural 95.05 never smoked 23.00 0
## 5093 Urban 82.35 never smoked 26.00 0
## 5094 Rural 95.02 smokes 27.00 0
## 5095 Urban 82.38 Unknown 27.00 0
## 5096 Rural 79.15 Unknown 24.00 0
## 5097 Rural 76.62 never smoked 27.00 0
## 5098 Urban 91.68 Unknown 23.00 0
## 5099 Urban 71.88 Unknown 25.00 0
## 5100 Rural 83.94 smokes 28.52 0
## 5101 Rural 71.97 never smoked 25.00 0
## 5102 Urban 97.95 Unknown 28.00 0
## 5103 Rural 77.93 never smoked 25.00 0
## 5104 Urban 82.85 Unknown 22.51 0
## 5105 Rural 103.08 Unknown 29.38 0
## 5106 Urban 83.75 never smoked 25.00 0
## 5107 Urban 125.20 never smoked 25.00 0
## 5108 Rural 82.99 never smoked 23.00 0
## 5109 Rural 166.29 formerly smoked 27.00 0
## 5110 Urban 85.28 Unknown 23.00 0
new_st_model2_no_outliers$probability <- as.factor(new_st_model2_no_outliers$probability)
str(new_st_model2_no_outliers$probability)## Factor w/ 2 levels "0","1": 1 1 1 1 1 1 1 1 1 1 ...
str(new_st_model2_no_outliers$stroke)## Factor w/ 2 levels "0","1": 2 2 2 2 2 2 2 2 2 2 ...
#Confusion Matrix model 3
confusionMatrix(new_st_model2_no_outliers$stroke, new_st_model2_no_outliers$probability)## Confusion Matrix and Statistics
##
## Reference
## Prediction 0 1
## 0 4861 0
## 1 228 1
##
## Accuracy : 0.9552
## 95% CI : (0.9492, 0.9607)
## No Information Rate : 0.9998
## P-Value [Acc > NIR] : 1
##
## Kappa : 0.0083
##
## Mcnemar's Test P-Value : <2e-16
##
## Sensitivity : 0.955197
## Specificity : 1.000000
## Pos Pred Value : 1.000000
## Neg Pred Value : 0.004367
## Prevalence : 0.999804
## Detection Rate : 0.955010
## Detection Prevalence : 0.955010
## Balanced Accuracy : 0.977599
##
## 'Positive' Class : 0
##
#Balanced accuracy of model-3 is 97%** OBSERVATION :- Balanced accuracy of model-3 is 97%
Based on the balanced accuracies ,sensitivity and specificity of model-2 & 3. We concluded that model-3 is the best fit with 97% accuracy rate, 95% sensitivity and 100% specificity.
Now, based on model 3 and the important variables used in this model we can conclude that the variable ‘Age’ has a major effect on stroke, followed by ‘Avg glucose levels’, ‘Hypertension’, ‘Smoking status - never smoked’, ‘BMI’, ‘Marital status - Married’, and ‘Heart diseade’.
*Based on our analysis we can conclude, that participants in age range 40-60 are more vulnerable to stroke.
*Participants with preliminary diseases such as hypertension and heart disease have higher chances to get Stroke
*And other factors such as avg glucose levels ,Smoking status - never smoked , BMI, Marital status - Married.
For project use Project Presentation
Project